Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning

Author:

Wang Zijian1ORCID,Huang Shuo2ORCID,Huang Yujin1ORCID,Cui Helei3ORCID

Affiliation:

1. Monash University, Australia

2. Northwestern Polytechnical University, China and Monash University, Australia

3. Northwestern Polytechnical University, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference62 articles.

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2. Dave Anderson and Jim Dykes . 2003 . More Than an { Interface—SCSI} vs.{ ATA} . In 2nd USENIX Conference on File and Storage Technologies (FAST 03) . Dave Anderson and Jim Dykes. 2003. More Than an { Interface—SCSI} vs.{ ATA}. In 2nd USENIX Conference on File and Storage Technologies (FAST 03).

3. John Bellardo and Stefan Savage . 2003 . 802.11 { Denial-of-Service} Attacks: Real Vulnerabilities and Practical Solutions . In 12th USENIX Security Symposium (USENIX Security 03) . John Bellardo and Stefan Savage. 2003. 802.11 { Denial-of-Service} Attacks: Real Vulnerabilities and Practical Solutions. In 12th USENIX Security Symposium (USENIX Security 03).

4. David Brazdil. 2018. Improving Stability by Reducing Usage of non-SDK Interfaces. https://android-developers.googleblog.com/2018/02/improving-stability-by-reducing-usage.html David Brazdil. 2018. Improving Stability by Reducing Usage of non-SDK Interfaces. https://android-developers.googleblog.com/2018/02/improving-stability-by-reducing-usage.html

5. Deep learning in computer vision: A critical review of emerging techniques and application scenarios

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