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A Survey of Neural Trojan Attacks and Defenses in Deep Learning. (arXiv:2202.07183v1 [cs.CR])
Feb. 16, 2022, 2:20 a.m. | Jie Wang, Ghulam Mubashar Hassan, Naveed Akhtar
cs.CR updates on arXiv.org arxiv.org
Artificial Intelligence (AI) relies heavily on deep learning - a technology
that is becoming increasingly popular in real-life applications of AI, even in
the safety-critical and high-risk domains. However, it is recently discovered
that deep learning can be manipulated by embedding Trojans inside it.
Unfortunately, pragmatic solutions to circumvent the computational requirements
of deep learning, e.g. outsourcing model training or data annotation to third
parties, further add to model susceptibility to the Trojan attacks. Due to the
key importance of …
More from arxiv.org / cs.CR updates on arXiv.org
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