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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

50 / 8,379 papers shown

Title
Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing Jinwen He Kai Chen Guozhu Meng Jiangshan Zhang Congyi Li FAtt AAML 78 3 0 09 Sep 2023
Compact: Approximating Complex Activation Functions for Secure Computation Mazharul Islam Sunpreet S. Arora Rahul Chatterjee Peter Rindal Maliheh Shirvanian 85 4 0 09 Sep 2023
Exploring Robust Features for Improving Adversarial Robustness Hong Wang Yuefan Deng Shinjae Yoo Yuewei Lin AAML 100 4 0 09 Sep 2023
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations Patrícia Pereira Rui Ribeiro Helena Moniz Luísa Coheur Joao Paulo Carvalho 60 6 0 08 Sep 2023
FIVA: Facial Image and Video Anonymization and Anonymization Defense Felix Rosberg E. Aksoy Cristofer Englund F. Alonso-Fernandez AAML PICV 80 5 0 08 Sep 2023
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection Biswaraj Baral Reek Majumdar Bhavika Bhalgamiya Taposh Dutta Roy MedIm AAML 118 1 0 08 Sep 2023
DiffDefense: Defending against Adversarial Attacks via Diffusion Models Hondamunige Prasanna Silva Lorenzo Seidenari A. Bimbo DiffM 59 7 0 07 Sep 2023
How adversarial attacks can disrupt seemingly stable accurate classifiers Oliver J. Sutton Qinghua Zhou I. Tyukin Alexander N. Gorban Alexander Bastounis D. Higham AAML 79 1 0 07 Sep 2023
Your Battery Is a Blast! Safeguarding Against Counterfeit Batteries with Authentication Francesco Marchiori Mauro Conti 78 7 0 07 Sep 2023
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series Chang George Dong Liangwei Nathan Zheng Weitong Chen Wei Emma Zhang Lin Yue AAML 59 7 0 06 Sep 2023
Certifying LLM Safety against Adversarial Prompting Aounon Kumar Chirag Agarwal Suraj Srinivas Aaron Jiaxun Li Soheil Feizi Himabindu Lakkaraju AAML 157 197 0 06 Sep 2023
Adaptive Adversarial Training Does Not Increase Recourse Costs Ian Hardy Jayanth Yetukuri Yang Liu AAML 59 1 0 05 Sep 2023
Towards User Guided Actionable Recourse Jayanth Yetukuri Ian Hardy Yang Liu 50 2 0 05 Sep 2023
The Adversarial Implications of Variable-Time Inference Dudi Biton Aditi Misra Efrat Levy J. Kotak Ron Bitton R. Schuster Nicolas Papernot Yuval Elovici Ben Nassi AAML 37 0 0 05 Sep 2023
Natural Example-Based Explainability: a Survey Antonin Poché Lucas Hervier M. Bakkay XAI 66 13 0 05 Sep 2023
Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings AprilPyone Maungmaung Isao Echizen Hitoshi Kiya AAML 64 2 0 04 Sep 2023
On the use of Mahalanobis distance for out-of-distribution detection with neural networks for medical imaging Harry Anthony Konstantinos Kamnitsas 89 12 0 04 Sep 2023
Toward Defensive Letter Design Rentaro Kataoka Akisato Kimura Seiichi Uchida AAML 41 0 0 04 Sep 2023
Open Sesame! Universal Black Box Jailbreaking of Large Language Models Raz Lapid Ron Langberg Moshe Sipper AAML 135 112 0 04 Sep 2023
SemProtector: A Unified Framework for Semantic Protection in Deep Learning-based Semantic Communication Systems Xinghan Liu Gu Nan Qimei Cui Zeju Li Peiyuan Liu Zebin Xing Hanqing Mu Xiaofeng Tao Tony Q. S. Quek AAML 60 16 0 04 Sep 2023
Robust and Efficient Interference Neural Networks for Defending Against Adversarial Attacks in ImageNet Yunuo Xiong Shujuan Liu H. Xiong AAML 39 0 0 03 Sep 2023
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training Xingyuan Li Jinyuan Liu Long Ma Xin-Yue Fan Risheng Liu AAML 95 3 0 03 Sep 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 83 2 0 03 Sep 2023
Robust Adversarial Defense by Tensor Factorization Manish Bhattarai M. C. Kaymak Ryan Barron Ben Nebgen Kim Ø. Rasmussen Boian Alexandrov AAML 65 2 0 03 Sep 2023
Online Adaptive Mahalanobis Distance Estimation Lianke Qin Aravind Reddy Zhao Song 78 1 0 02 Sep 2023
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Xiangyu Zhao Sheng Wang Zhiyun Song Zhenrong Shen Linlin Yao Haolei Yuan Qian Wang Lichi Zhang 78 1 0 02 Sep 2023
Timbre-reserved Adversarial Attack in Speaker Identification Qing Wang Jixun Yao Li Zhang Pengcheng Guo Linfu Xie AAML 81 4 0 02 Sep 2023
Towards Certified Probabilistic Robustness with High Accuracy Ruihan Zhang Peixin Zhang Jun Sun AAML 70 0 0 02 Sep 2023
Non-Asymptotic Bounds for Adversarial Excess Risk under Misspecified Models Changyu Liu Yuling Jiao Junhui Wang Jian Huang AAML 45 2 0 02 Sep 2023
Baseline Defenses for Adversarial Attacks Against Aligned Language Models Neel Jain Avi Schwarzschild Yuxin Wen Gowthami Somepalli John Kirchenbauer Ping Yeh-Chiang Micah Goldblum Aniruddha Saha Jonas Geiping Tom Goldstein AAML 194 410 0 01 Sep 2023
Image Hijacks: Adversarial Images can Control Generative Models at Runtime Luke Bailey Euan Ong Stuart J. Russell Scott Emmons VLM MLLM 108 89 0 01 Sep 2023
Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff Satoshi Suzuki Shin'ya Yamaguchi Shoichiro Takeda Sekitoshi Kanai Naoki Makishima Atsushi Ando Ryo Masumura AAML 99 5 0 31 Aug 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 117 75 0 30 Aug 2023
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs Sheng-Hsuan Peng Weilin Xu Cory Cornelius Matthew Hull Kevin Wenliang Li Rahul Duggal Mansi Phute Jason Martin Duen Horng Chau AAML 78 49 0 30 Aug 2023
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review Zhenyong Zhang Mengxiang Liu Mingyang Sun Ruilong Deng Peng Cheng Dusit Niyato Mo-Yuen Chow Jiming Chen 115 47 0 30 Aug 2023
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models Takami Sato Justin Yue Nanze Chen Ningfei Wang Qi Alfred Chen DiffM 74 3 0 30 Aug 2023
MDTD: A Multi Domain Trojan Detector for Deep Neural Networks Arezoo Rajabi Surudhi Asokraj Feng-Shr Jiang Luyao Niu Bhaskar Ramasubramanian J. Ritcey Radha Poovendran AAML 63 1 0 30 Aug 2023
Adaptive Attack Detection in Text Classification: Leveraging Space Exploration Features for Text Sentiment Classification Atefeh Mahdavi Neda Keivandarian Marco Carvalho AAML 20 0 0 29 Aug 2023
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks Haoran Liu Bokun Wang Jianling Wang Xiangjue Dong Tianbao Yang James Caverlee AAML 107 3 0 29 Aug 2023
3D Adversarial Augmentations for Robust Out-of-Domain Predictions Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 3DPC 91 8 0 29 Aug 2023
Imperceptible Adversarial Attack on Deep Neural Networks from Image Boundary Fahad Alrasheedi Agnibh Dasgupta AAML 77 2 0 29 Aug 2023
Can We Rely on AI? D. Higham AAML 65 0 0 29 Aug 2023
Advancing Adversarial Robustness Through Adversarial Logit Update Hao Xuan Peican Zhu Xingyu Li AAML 85 0 0 29 Aug 2023
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Yiqun Diao Yutong Yang Yue Liu Bin He Mian Lu 85 3 0 29 Aug 2023
Is it an i or an l: Test-time Adaptation of Text Line Recognition Models Debapriya Tula S. Paul Gagan Madan P. Garst R. Ingle Gaurav Aggarwal VLM 88 1 0 29 Aug 2023
Adversarial Attacks on Foundational Vision Models Nathan Inkawhich Gwendolyn McDonald R. Luley VLM 73 13 0 28 Aug 2023
The Promise and Peril of Artificial Intelligence -- Violet Teaming Offers a Balanced Path Forward A. Titus Adam Russell 96 1 0 28 Aug 2023
Detecting Language Model Attacks with Perplexity Gabriel Alon Michael Kamfonas AAML 174 229 0 27 Aug 2023
The inverse problem for neural networks M. Forets Christian Schilling 81 0 0 27 Aug 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 70 5 0 26 Aug 2023