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Loophole: Timing Attacks on Shared
Event Loops in Chrome
Pepe Vila and Boris Köpf
vwzq.net
@cgvwzq
github.com/cgvwzq
EVENT DRIVEN PROGRAMMING
SO HOT RIGHT NOW
EVENT DRIVEN PROGRAMMING
SO HOT RIGHT NOW
Source: http://berb.github.io/diploma-thesis/original/042_serverarch.html
We exploit 2 different shared Event Loops in Chrome:
We exploit 2 different shared Event Loops in Chrome:
I/O’s of the Host Process
Main thread’s of Renderers
We exploit 2 different shared Event Loops in Chrome:
I/O’s of the Host Process
Main thread’s of Renderers
And implement 3 different attacks:
Page Identification
And implement 3 different attacks:
We exploit 2 different shared Event Loops in Chrome:
I/O’s of the Host Process
Main thread’s of Renderers
And implement 3 different attacks:
19780.000 19785.000 19790.000 19795.000 19800.000 19805.000
0.02
0.04
0.06
0.10
0.20
0.40
1.00
2.00
4.00
10.00
Inter-keystroke
Timing
Page Identification
We exploit 2 different shared Event Loops in Chrome:
I/O’s of the Host Process
Main thread’s of Renderers
We exploit 2 different shared Event Loops in Chrome:
I/O’s of the Host Process
Main thread’s of Renderers
And implement 3 different attacks:
Page Identification Covert Channel
19780.000 19785.000 19790.000 19795.000 19800.000 19805.000
0.02
0.04
0.06
0.10
0.20
0.40
1.00
2.00
4.00
10.00
Inter-keystroke
Timing
FIFO queue
Dispatcher
time
Shared Event Loop
FIFO queue
Dispatcher
time
e0
Shared Event Loop
FIFO queue
Dispatcher
time
e0
Shared Event Loop
FIFO queue
Dispatcher
time
e1
e0
Shared Event Loop
FIFO queue
Dispatcher
time
e1
e0
Shared Event Loop
FIFO queue
Dispatcher
time
e0
e1
Shared Event Loop
FIFO queue
Dispatcher
time
e0
e1
e2
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1
e2
Shared Event Loop
FIFO queue
Dispatcher
time
e0
e2
e1
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1
e2
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1
e2
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1
e2
e3
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2
e3
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1
e3
e2
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2
e3
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2
e3
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2
e3
e4
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2
e4
e3
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2 e3
e4
Shared Event Loop
FIFO queue
Dispatcher
time
e0 e1 e2 e3 e4
Shared Event Loop
FIFO queue
Dispatcher
time
d0 d1 d2 d3
e0 e1 e2 e3 e4
Shared Event Loop
FIFO queue
Dispatcher
time
Event-delay trace
d0 d1 d2 d3
e0 e1 e2 e3 e4
Shared Event Loop
SYSTEM/INTERNET
HOST PROCESS
SYSTEM/INTERNET
HOST PROCESS
SYSTEM/INTERNET
• NETWORK REQUESTS
• IPC COMMUNICATION
• DISPATCHES USER
ACTIONS
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1 RENDERER 2
tab1 | trusted.com tab 2 |
SHARED BETWEEN
ALL RENDERERS
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1 RENDERER 2
tab1 | trusted.com tab 2 |
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1 RENDERER 2
tab1 | trusted.com tab 2 | evil.com
<script>

function loop () {
save(performance.now());
fetch(new Request("http://0/"))
.catch(loop);
}
loop();
</script>
Timing resolution of ~500 μs
Spying on the Host
Timing resolution of ~500 μs
With some smarter techniques we obtain <100 μs

(see the paper)
<script>

function loop () {
save(performance.now());
fetch(new Request("http://0/"))
.catch(loop);
}
loop();
</script>
Spying on the Host
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1
tab1 | trusted.com
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1
• JAVASCRIPT EXECUTION
• RESOURCE PARSING
• LAYOUT & RENDERING
tab1 | trusted.com
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1
iframe |
SHARED BETWEEN
IFRAMES, POPUPS,
MAX #RENDERER
EXCEEDED…
tab1 | trusted.com
HOST PROCESS
SYSTEM/INTERNET
RENDERER 1
iframe | evil.co
tab1 | trusted.com
<script>

function loop() {
save(performance.now());
self.postMessage(0, "*");
}
self.onmessage = loop;
loop();
</script>
Timing resolution of <25 μs
Spying on the Renderer
Duration of Events in the Renderer


loop()
GC
scavenge
Mouse
movement
JS event
handlers
μ-arch
events
25 μs 100 μs <1 ms >2 ms<5μs
Duration of Events
Responsive code is harder to identify


loop()
GC
scavenge
Mouse
movement
JS event
handlers
μ-arch
events
25 μs 100 μs <1 ms >2 ms<5μs
LoopScan Tool
https://github.com/cgvwzq/loopscan
Web Page Identification
& Inter-keystroke Timing
Web Page Identification
Monitor the
EventLoop while
page loading
Dynamic Time Warping
DTW is resistant to delays in the occurrence of events
Dynamic Time Warping
DTW is resistant to delays in the occurrence of events
2-4 seconds of
measuring
Dynamic Time Warping
DTW is resistant to delays in the occurrence of events
2-4 seconds of
measuring
One trace for
training
Web Page Identification
500 pages x 30 traces x 3 machines x 2 event loops
Renderer’s main thread:
Host’s I/O thread:
75%
23%
(Linux desktop)
(Macbook Pro)
(recognition rates below 5% across machines)
R-library and datasets:

https://github.com/cgvwzq/rlang-loophole
Inter-keystroke Timing
19780.000 19785.000 19790.000 19795.000 19800.000 19805.000
0.02
0.04
0.06
0.10
0.20
0.40
1.00
2.00
4.00
10.00
We obtain the password length and

time between consecutive pressed keys
Inter-keystroke Timing
10.000 passwords
90% accuracy
precision: σ = 6.1 ms
Inter-keystroke Timing
More precision than network based attacks.
Less noise than in micro-architectural attacks.
No privileges. No training.
10.000 passwords
90% accuracy
precision: σ = 6.1 ms
Countermeasures
• Reduce clock resolution
• Site Isolation Project
• CPU throttling
• Rate limiting
Countermeasures
• Reduce clock resolution
• Site Isolation Project
• CPU throttling
• Rate limiting
Conclusions
• Shared event loops in Chrome are vulnerable to
timing side-channels
• We systematically study how this channel can be
used for different attacks
• Fundamental design issues that need to be
addressed
62
Thank you! :)
Questions?

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