SlideShare uma empresa Scribd logo
1 de 5
#13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6.
Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602,
Project Titles: http://shakastech.weebly.com/2015-2016-titles
Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com
KEY UPDATING FOR LEAKAGE RESILIENCY WITH APPLICATION TO AES
MODES OF OPERATION
ABSTRACT:
Side-channel analysis (SCA) exploits the information leaked through unintentional
outputs (e.g., power consumption) to reveal the secret key of cryptographic modules. The real
threat of SCA lies in the ability to mount attacks over small parts of the key and to aggregate
information over different encryptions. The threat of SCA can be thwarted by changing the
secret key at every run. Indeed, many contributions in the domain of leakage resilient
cryptography tried to achieve this goal. However, the proposed solutions were computationally
intensive and were not designed to solve the problem of the current cryptographic schemes. In
this paper, we propose a generic framework of lightweight key updating that can protect the
current cryptographic standards and evaluate the minimum requirements for heuristic SCA-
security. Then, we propose a complete solution to protect the implementation of any standard
mode of Advanced Encryption Standard. Our solution maintains the same level of SCA-security
(and sometimes better) as the state of the art, at a negligible area overhead while doubling the
throughput of the best previous work.
EXISTING SYSTEM:
 The threat considered in this paper is that Eve recovers the secret key of a hardware
implementation of AES. Classical cryptography assumes that Eve can choose the input
plaintext and the output ciphertext. SCA further assumes that Eve knows the underlying
implementation and can capture the instantaneous power consumption. In the domain of
#13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6.
Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602,
Project Titles: http://shakastech.weebly.com/2015-2016-titles
Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com
leakage resiliency, it is also assumed that Eve can run any polynomial-time function (called
leakage function) on the power consumption to recover some bits of the secret key.
 The two categories of key-updating are stateless and stateful. One mechanism or the other is
sufficient for a limited set of applications. However, the two mechanisms are both required
for a complete and generic solution.
 Stateless key-updating assumes that the twoCOMMUNICATING parties share only the
secret key and a public variable (nonce) i.e. there is no shared secret state between them.
This updating mechanism is required whenever there is no synchronization between the two
communicating parties e.g. during initialization of a secret channel. Stateless key-updating
provides a complete solution for applications with single cryptographic execution e.g.
challenge response protocols.
 Stateful key-updating assumes that the two communicating parties share a common secret
state (other than the key). They both can update the secret key into a new key without
requiring any external variables. This scheme can provide a complete solution for
synchronized applications e.g. key-fobs.
DISADVANTAGES OF EXISTING SYSTEM:
 There is no provably secure construction that supports stateless key-updating.
 Intuitively speaking, the secret key cannot be updated to a new key unless a public variable is
used (assuming no synchronization). Once a public variable interacts with a secret key, SCA
will be possible. Some contributions tried to secure the stateless key-updating mechanism
through hiding and masking.
#13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6.
Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602,
Project Titles: http://shakastech.weebly.com/2015-2016-titles
Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com
 Although this approach limits the implementation overhead exclusively to the key-updating
mechanism, allowing the use of unprotected cryptographic cores, the overall overhead is still
significant
PROPOSED SYSTEM:
 The proposed solution at the system level works as follows. We assume that an application
on Device A needs to send secure data to an application on Device B. Both devices share a
secret key, which we name master key.
 They can initiate the channel by exchanging a public nonce, and send the secure data using
any cryptographic primitive (AES) running in a mode of operation. Although the black-box
security of these modes is guaranteed by the cryptographic primitive, security is not
guaranteed if Eve can monitor Device A.
 Here, we target protecting the master key against any SCA attack. Device A starts with a
stateless key-updating mechanism to compute a pseudorandom secret state out of the master
key and the nonce. Then, the stateful key-updating is executed, to compute running keys.
 Finally, the actual cryptographic mode is called using the input data and the same previously
used nonce.
 Our solution honors the tree structure for the stateless key-updating. Each step of the tree
involves processing a single bit of the nonce through a lightweight whitening function (Wt:
whitening in the tree).
 The tree starts from the master key, and ends with a pseudorandom secret state. For the
stateful key-updating, we use a chain of whitening functions (Wc: whitening in the chain).
Every execution of the whitening function generates a new running key.
#13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6.
Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602,
Project Titles: http://shakastech.weebly.com/2015-2016-titles
Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com
ADVANTAGES OF PROPOSED SYSTEM:
 We focus on achieving a sound security at the smallest implementation cost (area and
performance). To achieve this goal, we propose a generic framework for lightweight key-
updating and evaluate the minimum requirements for SCA-security.
 Then, we propose a solution that maintains the same level of SCA-security (and sometimes
better) as the state of the art, at a negligible area overhead while doubling the throughput of
the best previous work.
SYSTEM ARCHITECTURE:
#13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6.
Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602,
Project Titles: http://shakastech.weebly.com/2015-2016-titles
Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com
SYSTEM REQUIREMENTS:
HARDWARE REQUIREMENTS:
 System : Pentium IV 2.4 GHz.
 Hard Disk : 40 GB.
 Floppy Drive : 44 Mb.
 Monitor : 15 VGA Colour.
 Mouse :
 Ram : 512 Mb.
SOFTWARE REQUIREMENTS:
 Operating system : Windows XP/7.
 Coding Language : JAVA
 IDE : Netbeans 7.4
 Database : MYSQL

Mais conteúdo relacionado

Destaque

"Defendamos la Diversidad Étnica y Lingüística"
"Defendamos la Diversidad Étnica y Lingüística""Defendamos la Diversidad Étnica y Lingüística"
"Defendamos la Diversidad Étnica y Lingüística"Angig Rivera
 
Climate change denial and its effect on the scientific community (levandowsky...
Climate change denial and its effect on the scientific community (levandowsky...Climate change denial and its effect on the scientific community (levandowsky...
Climate change denial and its effect on the scientific community (levandowsky...Ecologistas en Accion
 
Professioanal sekretary
Professioanal sekretaryProfessioanal sekretary
Professioanal sekretaryChoiri Annisa
 
Watch uruguay vs argentina rugby match in montevideo
Watch uruguay vs argentina rugby match in montevideoWatch uruguay vs argentina rugby match in montevideo
Watch uruguay vs argentina rugby match in montevideoabner_alanis
 
electrónica digital
electrónica digitalelectrónica digital
electrónica digitalVidal Rangel
 

Destaque (8)

"Defendamos la Diversidad Étnica y Lingüística"
"Defendamos la Diversidad Étnica y Lingüística""Defendamos la Diversidad Étnica y Lingüística"
"Defendamos la Diversidad Étnica y Lingüística"
 
Climate change denial and its effect on the scientific community (levandowsky...
Climate change denial and its effect on the scientific community (levandowsky...Climate change denial and its effect on the scientific community (levandowsky...
Climate change denial and its effect on the scientific community (levandowsky...
 
Travel Words
Travel WordsTravel Words
Travel Words
 
MEDA 2016 Annual Confernece: The Economist Who Loved Me
MEDA 2016 Annual Confernece: The Economist Who Loved MeMEDA 2016 Annual Confernece: The Economist Who Loved Me
MEDA 2016 Annual Confernece: The Economist Who Loved Me
 
Professioanal sekretary
Professioanal sekretaryProfessioanal sekretary
Professioanal sekretary
 
Greater College Park: Top 20 College Town by 2020
Greater College Park: Top 20 College Town by 2020Greater College Park: Top 20 College Town by 2020
Greater College Park: Top 20 College Town by 2020
 
Watch uruguay vs argentina rugby match in montevideo
Watch uruguay vs argentina rugby match in montevideoWatch uruguay vs argentina rugby match in montevideo
Watch uruguay vs argentina rugby match in montevideo
 
electrónica digital
electrónica digitalelectrónica digital
electrónica digital
 

Semelhante a Key updating for leakage resiliency with application to aes modes of operation

Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Shakas Technologies
 
Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Shakas Technologies
 
A framework for secure computations with two
A framework for secure computations with twoA framework for secure computations with two
A framework for secure computations with twoShakas Technologies
 
An efficient certificate less encryption for
An efficient certificate less encryption forAn efficient certificate less encryption for
An efficient certificate less encryption forShakas Technologies
 
Key aggregate cryptosystem for scalable data sharing in cloud storage
Key aggregate cryptosystem for scalable data sharing in cloud storageKey aggregate cryptosystem for scalable data sharing in cloud storage
Key aggregate cryptosystem for scalable data sharing in cloud storageShakas Technologies
 
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Shakas Technologies
 
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Shakas Technologies
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksShakas Technologies
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksShakas Technologies
 
A framework for secure computations with two
A framework for secure computations with twoA framework for secure computations with two
A framework for secure computations with twoShakas Technologies
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksShakas Technologies
 
K nearest neighbor classification over semantically secure encrypted
K nearest neighbor classification over semantically secure encryptedK nearest neighbor classification over semantically secure encrypted
K nearest neighbor classification over semantically secure encryptedShakas Technologies
 
Privacy preserving and truthful detection of packet dropping attacks in wirel...
Privacy preserving and truthful detection of packet dropping attacks in wirel...Privacy preserving and truthful detection of packet dropping attacks in wirel...
Privacy preserving and truthful detection of packet dropping attacks in wirel...Shakas Technologies
 
Optimized search and-compute circuits and their application to query evaluati...
Optimized search and-compute circuits and their application to query evaluati...Optimized search and-compute circuits and their application to query evaluati...
Optimized search and-compute circuits and their application to query evaluati...Shakas Technologies
 
Secure and distributed data discovery and dissemination in wireless sensor ne...
Secure and distributed data discovery and dissemination in wireless sensor ne...Secure and distributed data discovery and dissemination in wireless sensor ne...
Secure and distributed data discovery and dissemination in wireless sensor ne...Shakas Technologies
 
Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Shakas Technologies
 
Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Shakas Technologies
 
Cost aware secure routing (caser) protocol design for wireless sensor networks
Cost aware secure routing (caser) protocol design for wireless sensor networksCost aware secure routing (caser) protocol design for wireless sensor networks
Cost aware secure routing (caser) protocol design for wireless sensor networksShakas Technologies
 
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...Shakas Technologies
 
Decentralized access control with anonymous authentication of data stored in ...
Decentralized access control with anonymous authentication of data stored in ...Decentralized access control with anonymous authentication of data stored in ...
Decentralized access control with anonymous authentication of data stored in ...Shakas Technologies
 

Semelhante a Key updating for leakage resiliency with application to aes modes of operation (20)

Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...
 
Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...Control cloud data access privilege and anonymity with fully anonymous attrib...
Control cloud data access privilege and anonymity with fully anonymous attrib...
 
A framework for secure computations with two
A framework for secure computations with twoA framework for secure computations with two
A framework for secure computations with two
 
An efficient certificate less encryption for
An efficient certificate less encryption forAn efficient certificate less encryption for
An efficient certificate less encryption for
 
Key aggregate cryptosystem for scalable data sharing in cloud storage
Key aggregate cryptosystem for scalable data sharing in cloud storageKey aggregate cryptosystem for scalable data sharing in cloud storage
Key aggregate cryptosystem for scalable data sharing in cloud storage
 
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
 
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...Enabling fine grained multi-keyword search supporting classified sub-dictiona...
Enabling fine grained multi-keyword search supporting classified sub-dictiona...
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networks
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networks
 
A framework for secure computations with two
A framework for secure computations with twoA framework for secure computations with two
A framework for secure computations with two
 
Effective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networksEffective key management in dynamic wireless sensor networks
Effective key management in dynamic wireless sensor networks
 
K nearest neighbor classification over semantically secure encrypted
K nearest neighbor classification over semantically secure encryptedK nearest neighbor classification over semantically secure encrypted
K nearest neighbor classification over semantically secure encrypted
 
Privacy preserving and truthful detection of packet dropping attacks in wirel...
Privacy preserving and truthful detection of packet dropping attacks in wirel...Privacy preserving and truthful detection of packet dropping attacks in wirel...
Privacy preserving and truthful detection of packet dropping attacks in wirel...
 
Optimized search and-compute circuits and their application to query evaluati...
Optimized search and-compute circuits and their application to query evaluati...Optimized search and-compute circuits and their application to query evaluati...
Optimized search and-compute circuits and their application to query evaluati...
 
Secure and distributed data discovery and dissemination in wireless sensor ne...
Secure and distributed data discovery and dissemination in wireless sensor ne...Secure and distributed data discovery and dissemination in wireless sensor ne...
Secure and distributed data discovery and dissemination in wireless sensor ne...
 
Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...
 
Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...Public integrity auditing for shared dynamic cloud data with group user revoc...
Public integrity auditing for shared dynamic cloud data with group user revoc...
 
Cost aware secure routing (caser) protocol design for wireless sensor networks
Cost aware secure routing (caser) protocol design for wireless sensor networksCost aware secure routing (caser) protocol design for wireless sensor networks
Cost aware secure routing (caser) protocol design for wireless sensor networks
 
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...
CONTROL CLOUD DATA ACCESS PRIVILEGE AND ANONYMITY WITH FULLY ANONYMOUS ATTRIB...
 
Decentralized access control with anonymous authentication of data stored in ...
Decentralized access control with anonymous authentication of data stored in ...Decentralized access control with anonymous authentication of data stored in ...
Decentralized access control with anonymous authentication of data stored in ...
 

Mais de Shakas Technologies

A Review on Deep-Learning-Based Cyberbullying Detection
A Review on Deep-Learning-Based Cyberbullying DetectionA Review on Deep-Learning-Based Cyberbullying Detection
A Review on Deep-Learning-Based Cyberbullying DetectionShakas Technologies
 
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...Shakas Technologies
 
A Novel Framework for Credit Card.
A Novel Framework for Credit Card.A Novel Framework for Credit Card.
A Novel Framework for Credit Card.Shakas Technologies
 
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...Shakas Technologies
 
NS2 Final Year Project Titles 2023- 2024
NS2 Final Year Project Titles 2023- 2024NS2 Final Year Project Titles 2023- 2024
NS2 Final Year Project Titles 2023- 2024Shakas Technologies
 
MATLAB Final Year IEEE Project Titles 2023-2024
MATLAB Final Year IEEE Project Titles 2023-2024MATLAB Final Year IEEE Project Titles 2023-2024
MATLAB Final Year IEEE Project Titles 2023-2024Shakas Technologies
 
Latest Python IEEE Project Titles 2023-2024
Latest Python IEEE Project Titles 2023-2024Latest Python IEEE Project Titles 2023-2024
Latest Python IEEE Project Titles 2023-2024Shakas Technologies
 
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...Shakas Technologies
 
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSE
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSECYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSE
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSEShakas Technologies
 
Detecting Mental Disorders in social Media through Emotional patterns-The cas...
Detecting Mental Disorders in social Media through Emotional patterns-The cas...Detecting Mental Disorders in social Media through Emotional patterns-The cas...
Detecting Mental Disorders in social Media through Emotional patterns-The cas...Shakas Technologies
 
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTION
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTIONCOMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTION
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTIONShakas Technologies
 
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCE
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCECO2 EMISSION RATING BY VEHICLES USING DATA SCIENCE
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCEShakas Technologies
 
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...Shakas Technologies
 
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...Shakas Technologies
 
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...Shakas Technologies
 
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...Shakas Technologies
 
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...Shakas Technologies
 
Fighting Money Laundering With Statistics and Machine Learning.docx
Fighting Money Laundering With Statistics and Machine Learning.docxFighting Money Laundering With Statistics and Machine Learning.docx
Fighting Money Laundering With Statistics and Machine Learning.docxShakas Technologies
 
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...Shakas Technologies
 
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...Shakas Technologies
 

Mais de Shakas Technologies (20)

A Review on Deep-Learning-Based Cyberbullying Detection
A Review on Deep-Learning-Based Cyberbullying DetectionA Review on Deep-Learning-Based Cyberbullying Detection
A Review on Deep-Learning-Based Cyberbullying Detection
 
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...
A Personal Privacy Data Protection Scheme for Encryption and Revocation of Hi...
 
A Novel Framework for Credit Card.
A Novel Framework for Credit Card.A Novel Framework for Credit Card.
A Novel Framework for Credit Card.
 
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...
A Comparative Analysis of Sampling Techniques for Click-Through Rate Predicti...
 
NS2 Final Year Project Titles 2023- 2024
NS2 Final Year Project Titles 2023- 2024NS2 Final Year Project Titles 2023- 2024
NS2 Final Year Project Titles 2023- 2024
 
MATLAB Final Year IEEE Project Titles 2023-2024
MATLAB Final Year IEEE Project Titles 2023-2024MATLAB Final Year IEEE Project Titles 2023-2024
MATLAB Final Year IEEE Project Titles 2023-2024
 
Latest Python IEEE Project Titles 2023-2024
Latest Python IEEE Project Titles 2023-2024Latest Python IEEE Project Titles 2023-2024
Latest Python IEEE Project Titles 2023-2024
 
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...
EMOTION RECOGNITION BY TEXTUAL TWEETS CLASSIFICATION USING VOTING CLASSIFIER ...
 
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSE
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSECYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSE
CYBER THREAT INTELLIGENCE MINING FOR PROACTIVE CYBERSECURITY DEFENSE
 
Detecting Mental Disorders in social Media through Emotional patterns-The cas...
Detecting Mental Disorders in social Media through Emotional patterns-The cas...Detecting Mental Disorders in social Media through Emotional patterns-The cas...
Detecting Mental Disorders in social Media through Emotional patterns-The cas...
 
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTION
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTIONCOMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTION
COMMERCE FAKE PRODUCT REVIEWS MONITORING AND DETECTION
 
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCE
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCECO2 EMISSION RATING BY VEHICLES USING DATA SCIENCE
CO2 EMISSION RATING BY VEHICLES USING DATA SCIENCE
 
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...
Toward Effective Evaluation of Cyber Defense Threat Based Adversary Emulation...
 
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...
Optimizing Numerical Weather Prediction Model Performance Using Machine Learn...
 
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...
Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learni...
 
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...
Multi-Class Stress Detection Through Heart Rate Variability A Deep Neural Net...
 
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...
Identifying Hot Topic Trends in Streaming Text Data Using News Sequential Evo...
 
Fighting Money Laundering With Statistics and Machine Learning.docx
Fighting Money Laundering With Statistics and Machine Learning.docxFighting Money Laundering With Statistics and Machine Learning.docx
Fighting Money Laundering With Statistics and Machine Learning.docx
 
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...
Explainable Artificial Intelligence for Patient Safety A Review of Applicatio...
 
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...
Ensemble Deep Learning-Based Prediction of Fraudulent Cryptocurrency Transact...
 

Último

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 

Último (20)

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 

Key updating for leakage resiliency with application to aes modes of operation

  • 1. #13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6. Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602, Project Titles: http://shakastech.weebly.com/2015-2016-titles Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com KEY UPDATING FOR LEAKAGE RESILIENCY WITH APPLICATION TO AES MODES OF OPERATION ABSTRACT: Side-channel analysis (SCA) exploits the information leaked through unintentional outputs (e.g., power consumption) to reveal the secret key of cryptographic modules. The real threat of SCA lies in the ability to mount attacks over small parts of the key and to aggregate information over different encryptions. The threat of SCA can be thwarted by changing the secret key at every run. Indeed, many contributions in the domain of leakage resilient cryptography tried to achieve this goal. However, the proposed solutions were computationally intensive and were not designed to solve the problem of the current cryptographic schemes. In this paper, we propose a generic framework of lightweight key updating that can protect the current cryptographic standards and evaluate the minimum requirements for heuristic SCA- security. Then, we propose a complete solution to protect the implementation of any standard mode of Advanced Encryption Standard. Our solution maintains the same level of SCA-security (and sometimes better) as the state of the art, at a negligible area overhead while doubling the throughput of the best previous work. EXISTING SYSTEM:  The threat considered in this paper is that Eve recovers the secret key of a hardware implementation of AES. Classical cryptography assumes that Eve can choose the input plaintext and the output ciphertext. SCA further assumes that Eve knows the underlying implementation and can capture the instantaneous power consumption. In the domain of
  • 2. #13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6. Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602, Project Titles: http://shakastech.weebly.com/2015-2016-titles Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com leakage resiliency, it is also assumed that Eve can run any polynomial-time function (called leakage function) on the power consumption to recover some bits of the secret key.  The two categories of key-updating are stateless and stateful. One mechanism or the other is sufficient for a limited set of applications. However, the two mechanisms are both required for a complete and generic solution.  Stateless key-updating assumes that the twoCOMMUNICATING parties share only the secret key and a public variable (nonce) i.e. there is no shared secret state between them. This updating mechanism is required whenever there is no synchronization between the two communicating parties e.g. during initialization of a secret channel. Stateless key-updating provides a complete solution for applications with single cryptographic execution e.g. challenge response protocols.  Stateful key-updating assumes that the two communicating parties share a common secret state (other than the key). They both can update the secret key into a new key without requiring any external variables. This scheme can provide a complete solution for synchronized applications e.g. key-fobs. DISADVANTAGES OF EXISTING SYSTEM:  There is no provably secure construction that supports stateless key-updating.  Intuitively speaking, the secret key cannot be updated to a new key unless a public variable is used (assuming no synchronization). Once a public variable interacts with a secret key, SCA will be possible. Some contributions tried to secure the stateless key-updating mechanism through hiding and masking.
  • 3. #13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6. Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602, Project Titles: http://shakastech.weebly.com/2015-2016-titles Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com  Although this approach limits the implementation overhead exclusively to the key-updating mechanism, allowing the use of unprotected cryptographic cores, the overall overhead is still significant PROPOSED SYSTEM:  The proposed solution at the system level works as follows. We assume that an application on Device A needs to send secure data to an application on Device B. Both devices share a secret key, which we name master key.  They can initiate the channel by exchanging a public nonce, and send the secure data using any cryptographic primitive (AES) running in a mode of operation. Although the black-box security of these modes is guaranteed by the cryptographic primitive, security is not guaranteed if Eve can monitor Device A.  Here, we target protecting the master key against any SCA attack. Device A starts with a stateless key-updating mechanism to compute a pseudorandom secret state out of the master key and the nonce. Then, the stateful key-updating is executed, to compute running keys.  Finally, the actual cryptographic mode is called using the input data and the same previously used nonce.  Our solution honors the tree structure for the stateless key-updating. Each step of the tree involves processing a single bit of the nonce through a lightweight whitening function (Wt: whitening in the tree).  The tree starts from the master key, and ends with a pseudorandom secret state. For the stateful key-updating, we use a chain of whitening functions (Wc: whitening in the chain). Every execution of the whitening function generates a new running key.
  • 4. #13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6. Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602, Project Titles: http://shakastech.weebly.com/2015-2016-titles Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com ADVANTAGES OF PROPOSED SYSTEM:  We focus on achieving a sound security at the smallest implementation cost (area and performance). To achieve this goal, we propose a generic framework for lightweight key- updating and evaluate the minimum requirements for SCA-security.  Then, we propose a solution that maintains the same level of SCA-security (and sometimes better) as the state of the art, at a negligible area overhead while doubling the throughput of the best previous work. SYSTEM ARCHITECTURE:
  • 5. #13/ 19, 1st Floor, Municipal Colony, Kangayanellore Road, Gandhi Nagar, vellore – 6. Off: 0416-2247353 / 6066663 Mo: +91 9500218218 /8870603602, Project Titles: http://shakastech.weebly.com/2015-2016-titles Website: www.shakastech.com, Email - id: shakastech@gmail.com, info@shakastech.com SYSTEM REQUIREMENTS: HARDWARE REQUIREMENTS:  System : Pentium IV 2.4 GHz.  Hard Disk : 40 GB.  Floppy Drive : 44 Mb.  Monitor : 15 VGA Colour.  Mouse :  Ram : 512 Mb. SOFTWARE REQUIREMENTS:  Operating system : Windows XP/7.  Coding Language : JAVA  IDE : Netbeans 7.4  Database : MYSQL