IEEE Symposium on Security & Privacy16~20のadversarial examples関連論文リンク集

目視で判断したので、間違っていたり抜けてたりするかもしれませんが、ご容赦ください。

20

Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning*

[1911.02142] Intriguing Properties of Adversarial ML Attacks in the Problem Space

19

Stealthy Porn: Understanding Real-World Adversarial Images for Illicit Online Promotion - IEEE Conference Publication

On the Feasibility of Rerouting-Based DDoS Defenses - IEEE Conference Publication

[1802.03471] Certified Robustness to Adversarial Examples with Differential Privacy

[1902.01350] F-BLEAU: Fast Black-box Leakage Estimation

18

[1804.00308] Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

Improved Reconstruction Attacks on Encrypted Data Using Range Query Leakage - IEEE Conference Publication

AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation - IEEE Conference Publication

17

[1608.04644] Towards Evaluating the Robustness of Neural Networks

16

[1608.04644] Towards Evaluating the Robustness of Neural Networks

[1511.04508] Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks