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https://blog.trailofbits.com/2024/06/11/exploiting-ml-models-with-pickle-file-attacks-part-2

Exploiting ML models with pickle file attacks: Part 2

In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]



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Exploiting ML models with pickle file attacks: Part 2

https://blog.trailofbits.com/2024/06/11/exploiting-ml-models-with-pickle-file-attacks-part-2

In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]



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https://blog.trailofbits.com/2024/06/11/exploiting-ml-models-with-pickle-file-attacks-part-2

Exploiting ML models with pickle file attacks: Part 2

In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]

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      In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]
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      Exploiting ML models with pickle file attacks: Part 2
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      In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]
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      Exploiting ML models with pickle file attacks: Part 2
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      In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]

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      Exploiting ML models with pickle file attacks: Part 2
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      In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]
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