物理攻撃

Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management

Authors: Ravikumar Balakrishnan, Marius Arvinte, Nageen Himayat, Hosein Nikopour, Hassnaa Moustafa | Published: 2024-05-06
物理攻撃
脅威モデリング
防御手法

Why Don’t You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations

Authors: Yi Han, Matthew Chan, Eric Wengrowski, Zhuohuan Li, Nils Ole Tippenhauer, Mani Srivastava, Saman Zonouz, Luis Garcia | Published: 2023-07-24 | Updated: 2023-07-27
攻撃手法
敵対的サンプル
物理攻撃

Spy in the GPU-box: Covert and Side Channel Attacks on Multi-GPU Systems

Authors: Sankha Baran Dutta, Hoda Naghibijouybari, Arjun Gupta, Nael Abu-Ghazaleh, Andres Marquez, Kevin Barker | Published: 2022-03-30
GPUの脆弱性
プライバシー保護手法
物理攻撃

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
スムーズネスペナルティ
物理攻撃
顔認識

Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability

Authors: Bilel Tarchoun, Ihsen Alouani, Anouar Ben Khalifa, Mohamed Ali Mahjoub | Published: 2021-10-10
データ生成
敵対的攻撃手法
物理攻撃

Characterizing Attacks on Deep Reinforcement Learning

Authors: Xinlei Pan, Chaowei Xiao, Warren He, Shuang Yang, Jian Peng, Mingjie Sun, Jinfeng Yi, Zijiang Yang, Mingyan Liu, Bo Li, Dawn Song | Published: 2019-07-21 | Updated: 2022-02-16
敵対的攻撃検出
深層強化学習
物理攻撃

Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models

Authors: Adith Boloor, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang | Published: 2019-03-12
モデルの頑健性保証
敵対的攻撃
物理攻撃