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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Ignition Phase : Standard Training for Fast Adversarial Robustness Wang Yu-Hang Liu ying Fang liang Wang Xuelin Junkang Guo Shiwei Li Lei Gao Jian Liu Wenfei Yin AAML 12 0 0 25 May 2025
Curvature Dynamic Black-box Attack: revisiting adversarial robustness via dynamic curvature estimation Peiran Sun AAML 24 0 0 25 May 2025
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks Amit Chakraborty Sayyed Farid Ahamed Sandip Roy S. Banerjee Kevin Choi A. Rahman Alison Hu Edward Bowen Sachin Shetty AAML 55 0 0 25 May 2025
LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders Borna Khodabandeh Amirabbas Afzali Amirhossein Afsharrad Seyed Shahabeddin Mousavi Sanjay Lall Sajjad Amini Seyed-Mohsen Moosavi-Dezfooli AAML 36 0 0 24 May 2025
Adversarial Robustness of Nonparametric Regression Parsa Moradi Hanzaleh Akabrinodehi M. Maddah-ali AAML 76 0 0 23 May 2025
Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation Teruki Sano Minoru Kuribayashi Masao Sakai Shuji Ishobe Eisuke Koizumi AAML 24 0 0 23 May 2025
Towards more transferable adversarial attack in black-box manner Chun Tong Lei Zhongliang Guo Hon Chung Lee Minh Quoc Duong Chun Pong Lau DiffM AAML 513 0 0 23 May 2025
Understanding Pre-training and Fine-tuning from Loss Landscape Perspectives Huanran Chen Yinpeng Dong Zeming Wei Yao Huang Yichi Zhang Hang Su Jun Zhu MoMe 92 1 0 23 May 2025
CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention Naseem Khan Tuan Nguyen Amine Bermak Issa Khalil 280 0 0 23 May 2025
Temporal Consistency Constrained Transferable Adversarial Attacks with Background Mixup for Action Recognition Ping Li Jianan Ni Bo Pang AAML 250 0 0 23 May 2025
Out of the Shadows: Exploring a Latent Space for Neural Network Verification Lukas Koller Tobias Ladner Matthias Althoff 64 0 0 23 May 2025
Accelerating Targeted Hard-Label Adversarial Attacks in Low-Query Black-Box Settings Arjhun Swaminathan Mete Akgün AAML 40 0 0 22 May 2025
TRAIL: Transferable Robust Adversarial Images via Latent diffusion Yuhao Xue Zhifei Zhang Xinyang Jiang Yifei Shen Junyao Gao Wentao Gu Jiale Zhao Miaojing Shi Cairong Zhao AAML 67 0 0 22 May 2025
MixAT: Combining Continuous and Discrete Adversarial Training for LLMs Csaba Dékány Stefan Balauca Robin Staab Dimitar I. Dimitrov Martin Vechev AAML 55 0 0 22 May 2025
SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models Hossein Khalili Seongbin Park Venkat Bollapragada Nader Sehatbakhsh AAML 220 0 0 22 May 2025
Enhancing Federated Survival Analysis through Peer-Driven Client Reputation in Healthcare Navid Seidi Satyaki Roy Sajal Das FedML 81 0 0 22 May 2025
Mitigating Fine-tuning Risks in LLMs via Safety-Aware Probing Optimization Chengcan Wu Zhixin Zhang Zeming Wei Yihao Zhang Meng Sun AAML 59 1 0 22 May 2025
Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss Bo-Han Lai Pin-Han Huang Bo-Han Kung Shang-Tse Chen 70 0 0 21 May 2025
GAMA++: Disentangled Geometric Alignment with Adaptive Contrastive Perturbation for Reliable Domain Transfer Kim Yun Hana Satou F Monkey 68 0 0 21 May 2025
Geometrically Regularized Transfer Learning with On-Manifold and Off-Manifold Perturbation Hana Satou Alan Mitkiy F Monkey AAML 59 0 0 21 May 2025
GAMA: Geometry-Aware Manifold Alignment via Structured Adversarial Perturbations for Robust Domain Adaptation Hana Satou F Monkey 70 0 0 21 May 2025
My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping Hon Ming Yam Zhongliang Guo Chun Pong Lau DiffM AAML 60 0 0 21 May 2025
Beyond Classification: Evaluating Diffusion Denoised Smoothing for Security-Utility Trade off Yury Belousov Brian Pulfer Vitaliy Kinakh Slava Voloshynovskiy DiffM 48 0 0 21 May 2025
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval Taiye Chen Zeming Wei Ang Li Yisen Wang AAML 63 2 0 21 May 2025
Byte Pair Encoding for Efficient Time Series Forecasting Leon Götz Marcel Kollovieh Stephan Günnemann Leo Schwinn AI4TS 90 1 0 20 May 2025
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving Jingzheng Li Tiancheng Wang Xingyu Peng Jiasi Chen Zhijun Chen Bing Li Xianglong Liu ELM 78 0 0 20 May 2025
Anomaly Detection Based on Critical Paths for Deep Neural Networks Fangzhen Zhao Chenyi Zhang Naipeng Dong Ming Li Jinxiao Shan AAML 34 0 0 20 May 2025
Self Distillation via Iterative Constructive Perturbations Maheak Dave Aniket K. Singh Aryan Pareek Harshita Jha Debasis Chaudhuri Manish P. Singh ODL 52 0 0 20 May 2025
Adversarially Pretrained Transformers may be Universally Robust In-Context Learners Soichiro Kumano Hiroshi Kera Toshihiko Yamasaki AAML 127 0 0 20 May 2025
Explaining Neural Networks with Reasons Levin Hornischer Hannes Leitgeb FAtt AAML MILM 103 0 0 20 May 2025
AudioJailbreak: Jailbreak Attacks against End-to-End Large Audio-Language Models Guangke Chen Fu Song Zhe Zhao Xiaojun Jia Yang Liu Yanchen Qiao Weizhe Zhang AuLLM AAML 113 1 0 20 May 2025
Symmetry-Breaking Descent for Invariant Cost Functionals Mikhail Osipov 64 0 0 19 May 2025
Two out of Three (ToT): using self-consistency to make robust predictions Jung Hoon Lee Sujith Vijayan OOD 64 0 0 19 May 2025
FlowPure: Continuous Normalizing Flows for Adversarial Purification Elias Collaert Abel Rodríguez Sander Joos Lieven Desmet Vera Rimmer AAML 67 0 0 19 May 2025
Safety Alignment Can Be Not Superficial With Explicit Safety Signals Jianwei Li Jung-Eng Kim AAML 187 1 0 19 May 2025
Causality-Inspired Robustness for Nonlinear Models via Representation Learning Marin Šola Peter Bühlmann Xinwei Shen OOD 91 0 0 19 May 2025
Use as Many Surrogates as You Want: Selective Ensemble Attack to Unleash Transferability without Sacrificing Resource Efficiency Bo Yang Hengwei Zhang Jindong Wang Yuchen Ren Chenhao Lin Chao Shen Zhengyu Zhao AAML 95 0 0 19 May 2025
On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning Hana Satou Alan Mitkiy AAML 83 0 0 19 May 2025
Spiking Neural Network: a low power solution for physical layer authentication Jung Hoon Lee Sujith Vijayan 68 0 0 19 May 2025
Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge Luyu Chen Zeyu Zhang Haoran Tan Quanyu Dai Hao-ran Yang Zhenhua Dong Xu Chen 52 0 0 18 May 2025
Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration Chih-Ting Liao Bin Ren Guofeng Mei Xu Zheng AAML 68 0 0 17 May 2025
Black-box Adversaries from Latent Space: Unnoticeable Attacks on Human Pose and Shape Estimation Zhiying Li Guanggang Geng Yeying Jin Zhizhi Guo Bruce Gu Jidong Huo Zhaoxin Fan Wenjun Wu AAML 68 0 0 17 May 2025
Adversarially Robust Spiking Neural Networks with Sparse Connectivity Mathias Schmolli Maximilian Baronig Robert Legenstein Ozan Özdenizci AAML 45 0 0 16 May 2025
On the Security Risks of ML-based Malware Detection Systems: A Survey Ping He Yuhao Mao Changjiang Li Lorenzo Cavallaro Ting Wang Shouling Ji 94 0 0 16 May 2025
Anti-Sensing: Defense against Unauthorized Radar-based Human Vital Sign Sensing with Physically Realizable Wearable Oscillators Md Farhan Tasnim Oshim Nigel Doering Bashima Islam Tsui-Wei Weng Tauhidur Rahman 43 0 0 16 May 2025
Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems Cheng Chen Yuhong Wang Nafis S Munir Xiangwei Zhou Xugui Zhou AAML 80 0 0 14 May 2025
Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted Shuaiwei Yuan Junyu Dong Yuezun Li AAML 113 0 0 13 May 2025
Towards Adaptive Meta-Gradient Adversarial Examples for Visual Tracking Wei-Long Tian Peng Gao Xiao Liu Long Xu Hamido Fujita Hanan Aljuai Mao-Li Wang AAML 57 0 0 13 May 2025
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores Hyunsik Na Wonho Lee Seungdeok Roh Sohee Park Daeseon Choi AAML 42 0 0 13 May 2025
DArFace: Deformation Aware Robustness for Low Quality Face Recognition Sadaf Gulshad Abdullah Aldahlawi Thakaa CVBM 105 0 0 13 May 2025