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Towards Deep Learning Models Resistant to Adversarial Attacks
v1v2v3v4 (latest)

Towards Deep Learning Models Resistant to Adversarial Attacks

19 June 2017
Aleksander Madry
Aleksandar Makelov
Ludwig Schmidt
Dimitris Tsipras
Adrian Vladu
    SILMOOD
ArXiv (abs)PDFHTMLGithub (752★)

Papers citing "Towards Deep Learning Models Resistant to Adversarial Attacks"

50 / 7,067 papers shown
PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
Zonglei Jing
Xiao Yang
Xiaoqian Li
Yaning Tan
Aishan Liu
Mingchuan Zhang
Xianglong Liu
DiffM
228
1
0
02 Aug 2025
Evading Data Provenance in Deep Neural Networks
Evading Data Provenance in Deep Neural Networks
Hongyu Zhu
Sichu Liang
Wenwen Wang
Zhuomeng Zhang
Fangqi Li
Shi-Lin Wang
AAML
256
1
0
01 Aug 2025
LeakyCLIP: Extracting Training Data from CLIP
LeakyCLIP: Extracting Training Data from CLIP
Yunhao Chen
S. Wang
Xin Wang
Jiabo He
315
0
0
01 Aug 2025
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
Zeqi Zheng
Zizheng Zhu
Yingchao Yu
Yanchen Huang
Changze Lv
Junfeng Tang
Zhaofei Yu
Yaochu Jin
139
0
0
01 Aug 2025
CP-FREEZER: Latency Attacks against Vehicular Cooperative Perception
CP-FREEZER: Latency Attacks against Vehicular Cooperative Perception
Chenyi Wang
Ruoyu Song
Raymond Muller
J. Monteuuis
Z. Berkay Celik
J. Petit
Ryan M. Gerdes
Ming Li
AAML
98
0
0
01 Aug 2025
DBLP: Noise Bridge Consistency Distillation For Efficient And Reliable Adversarial Purification
DBLP: Noise Bridge Consistency Distillation For Efficient And Reliable Adversarial Purification
Chihan Huang
Belal Alsinglawi
Islam Al-qudah
DiffMAAML
168
0
0
01 Aug 2025
Stress-Aware Resilient Neural Training
Stress-Aware Resilient Neural Training
Ashkan Shakarami
Yousef Yeganeh
Azade Farshad
Lorenzo Nicolè
Stefano Ghidoni
Nassir Navab
142
1
0
31 Jul 2025
Adversarial-Guided Diffusion for Multimodal LLM Attacks
Adversarial-Guided Diffusion for Multimodal LLM Attacks
Chengwei Xia
Fan Ma
Ruijie Quan
Kun Zhan
Yi Yang
DiffM
196
1
0
31 Jul 2025
On the Complexity of Finding Stationary Points in Nonconvex Simple Bilevel Optimization
On the Complexity of Finding Stationary Points in Nonconvex Simple Bilevel Optimization
Jincheng Cao
Ruichen Jiang
Erfan Yazdandoost Hamedani
Aryan Mokhtari
146
1
0
30 Jul 2025
On the Reliability of Vision-Language Models Under Adversarial Frequency-Domain Perturbations
On the Reliability of Vision-Language Models Under Adversarial Frequency-Domain Perturbations
Jordan Vice
Naveed Akhtar
Yansong Gao
Richard Hartley
Ajmal Mian
AAML
210
2
0
30 Jul 2025
Theoretical Analysis of Relative Errors in Gradient Computations for Adversarial Attacks with CE Loss
Theoretical Analysis of Relative Errors in Gradient Computations for Adversarial Attacks with CE Loss
Yunrui Yu
Hang Su
Cheng-zhong Xu
Zhizhong Su
Jun Zhu
151
0
0
30 Jul 2025
RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function
RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function
Yunrui Yu
Kafeng Wang
Hang Su
Jun-Jie Zhu
AAML
150
0
0
30 Jul 2025
NCCR: to Evaluate the Robustness of Neural Networks and Adversarial Examples
NCCR: to Evaluate the Robustness of Neural Networks and Adversarial Examples
Pu Shi
Fu Song
Wenjie Wang
AAML
237
0
0
29 Jul 2025
Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal
Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal
Yang Wang
Chenghao Xiao
Yi Zhou
Stuart E. Middleton
Noura Al Moubayed
C. D. Lin
AAML
304
1
0
29 Jul 2025
Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation
Zero-Shot Machine Unlearning with Proxy Adversarial Data GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Huiqiang Chen
Tianqing Zhu
Xin Yu
Wanlei Zhou
MU
167
0
0
29 Jul 2025
Teach Me to Trick: Exploring Adversarial Transferability via Knowledge Distillation
Teach Me to Trick: Exploring Adversarial Transferability via Knowledge Distillation
Siddhartha Pradhan
Shikshya Shiwakoti
Neha Bathuri
AAML
82
0
0
29 Jul 2025
Your Attention Matters: to Improve Model Robustness to Noise and Spurious Correlations
Your Attention Matters: to Improve Model Robustness to Noise and Spurious Correlations
Camilo Tamayo-Rousseau
Yunjia Zhao
Yiqun Zhang
Randall Balestriero
222
2
0
28 Jul 2025
Improving Adversarial Robustness Through Adaptive Learning-Driven Multi-Teacher Knowledge Distillation
Improving Adversarial Robustness Through Adaptive Learning-Driven Multi-Teacher Knowledge Distillation
Hayat Ullah
Syed Muhammad Talha Zaidi
Arslan Munir
AAML
218
0
0
28 Jul 2025
Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
Yaxin Xiao
Qingqing Ye
Li Hu
Huadi Zheng
Haibo Hu
Zi Liang
Haoyang Li
Yijie Jiao
AAML
190
0
0
28 Jul 2025
HoneyImage: Verifiable, Harmless, and Stealthy Dataset Ownership Verification for Image Models
HoneyImage: Verifiable, Harmless, and Stealthy Dataset Ownership Verification for Image Models
Zhihao Zhu
Jiale Han
Yi Yang
AAML
136
0
0
27 Jul 2025
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting
Zhenan Lin
Y. Lai
Wai Lun Lo
Richard Tai-Chiu Hsung
Harris Sik-Ho Tsang
Xiaoyu Xue
Kai Zhou
Yulin Zhu
AI4TS
139
0
0
25 Jul 2025
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
Ahmad ALBarqawi
Mahmoud Nazzal
Issa M. Khalil
Abdallah Khreishah
Nhathai Phan
249
0
0
24 Jul 2025
Resource Consumption Red-Teaming for Large Vision-Language Models
Resource Consumption Red-Teaming for Large Vision-Language Models
Haoran Gao
Yuanhe Zhang
Zhenhong Zhou
Lei Jiang
Fanyu Meng
Yujia Xiao
Kun Wang
Zehua Wang
Yang Liu
Junlan Feng
AAML
153
0
0
24 Jul 2025
Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments
Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D EnvironmentsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Xiao Yang
Lingxuan Wu
L. Wang
Chengyang Ying
Hang Su
Jun Zhu
AAML
196
2
0
24 Jul 2025
Neuromorphic Computing for Embodied Intelligence in Autonomous Systems: Current Trends, Challenges, and Future Directions
Neuromorphic Computing for Embodied Intelligence in Autonomous Systems: Current Trends, Challenges, and Future DirectionsIEEE International Symposium on On-Line Testing and Robust System Design (IOLTS), 2025
Alberto Marchisio
Muhammad Shafique
141
1
0
24 Jul 2025
Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors
Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based PriorsInternational Conference on Learning Representations (ICLR), 2025
Chen Ma
Xinjie Xu
Shuyu Cheng
Qi Xuan
AAML
137
1
0
23 Jul 2025
An h-space Based Adversarial Attack for Protection Against Few-shot Personalization
Xide Xu
Sandesh Kamath
Muhammad Atif Butt
Bogdan Raducanu
DiffMAAML
157
0
0
23 Jul 2025
Efficient Neural Network Verification via Order Leading Exploration of Branch-and-Bound Trees
Efficient Neural Network Verification via Order Leading Exploration of Branch-and-Bound Trees
Guanqin Zhang
Kota Fukuda
Zhenya Zhang
H.M.N. Dilum Bandara
S. Chen
Jianjun Zhao
Yulei Sui
AAML
151
0
0
23 Jul 2025
On the Interaction of Compressibility and Adversarial Robustness
On the Interaction of Compressibility and Adversarial Robustness
Melih Barsbey
Antônio H. Ribeiro
Umut Simsekli
Tolga Birdal
AAML
237
2
0
23 Jul 2025
The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for $\ell_2$ Norm Estimation
The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for ℓ2\ell_2ℓ2​ Norm Estimation
Sara Ahmadian
E. Cohen
Uri Stemmer
131
1
0
22 Jul 2025
Finding Dori: Memorization in Text-to-Image Diffusion Models Is Not Local
Finding Dori: Memorization in Text-to-Image Diffusion Models Is Not Local
Antoni Kowalczuk
Dominik Hintersdorf
Lukas Struppek
Kristian Kersting
Adam Dziedzic
Franziska Boenisch
DiffM
264
1
0
22 Jul 2025
Disrupting Semantic and Abstract Features for Better Adversarial Transferability
Disrupting Semantic and Abstract Features for Better Adversarial Transferability
Yuyang Luo
Xiaosen Wang
Zhijin Ge
Yingzhe He
AAML
162
0
0
21 Jul 2025
The Endless Tuning. An Artificial Intelligence Design To Avoid Human Replacement and Trace Back Responsibilities
The Endless Tuning. An Artificial Intelligence Design To Avoid Human Replacement and Trace Back Responsibilities
Elio Grande
175
0
0
20 Jul 2025
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
Yihao Chen
Haoran Li
Y. Li
Yue Liu
Yangqiu Song
Bryan Hooi
SILMAAML
230
6
0
18 Jul 2025
Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack
Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack
Eldor Abdukhamidov
Mohammed Abuhamad
Simon S. Woo
Hyoungshick Kim
Tamer Abuhmed
AAML
135
0
0
18 Jul 2025
Crafting Imperceptible On-Manifold Adversarial Attacks for Tabular Data
Crafting Imperceptible On-Manifold Adversarial Attacks for Tabular DataApplied Soft Computing (ASC), 2025
Zhipeng He
Alexander Stevens
Chun Ouyang
Johannes De Smedt
Alistair Barros
Catarina Moreira
AAML
227
0
0
15 Jul 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix ApproachAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Mohammed Bouri
Adnane Saoud
AAMLSILM
221
0
0
14 Jul 2025
Counterfactual Visual Explanation via Causally-Guided Adversarial Steering
Counterfactual Visual Explanation via Causally-Guided Adversarial Steering
Yiran Qiao
Disheng Liu
Yiren Lu
Yu Yin
Mengnan Du
Jing Ma
GANCMLAAML
282
0
0
14 Jul 2025
PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training
PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training
Pengfei Du
AAML
152
2
0
14 Jul 2025
ScoreAdv: Score-based Targeted Generation of Natural Adversarial Examples via Diffusion Models
ScoreAdv: Score-based Targeted Generation of Natural Adversarial Examples via Diffusion Models
Chihan Huang
Hao Tang
DiffM
265
2
0
08 Jul 2025
DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective
DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective
Shuo Shao
Yiming Li
Mengren Zheng
Zhiyang Hu
Yukun Chen
Boheng Li
Yexiao He
Junfeng Guo
D. Tao
Zhan Qin
AAML
247
7
0
08 Jul 2025
BackFed: An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning
BackFed: An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning
Thinh Dao
Dung Thuy Nguyen
Khoa D. Doan
Kok-Seng Wong
FedMLSILM
187
0
0
07 Jul 2025
Quantifying Classifier Utility under Local Differential Privacy
Quantifying Classifier Utility under Local Differential Privacy
Ye Zheng
Yidan Hu
208
0
0
03 Jul 2025
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
Fenil R. Doshi
Thomas Fel
Talia Konkle
George A. Alvarez
272
1
0
01 Jul 2025
Enhancing Adversarial Robustness through Multi-Objective Representation Learning
Enhancing Adversarial Robustness through Multi-Objective Representation Learning
Sedjro Salomon Hotegni
Sebastian Peitz
AAML
391
2
0
01 Jul 2025
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-EnsemblesIEEE Transactions on Medical Imaging (TMI), 2023
Xing Shen
Hengguan Huang
Brennan Nichyporuk
Tal Arbel
MedIm
524
11
0
01 Jul 2025
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
Lijun Sheng
Jian Liang
Ran He
Z. Wang
Tieniu Tan
VLMMLLM
312
1
0
30 Jun 2025
CP-uniGuard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems
CP-uniGuard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems
Senkang Hu
Yihang Tao
Guowen Xu
Xinyuan Qian
Yiqin Deng
Xianhao Chen
Sam Kwong
Yuguang Fang
208
1
0
28 Jun 2025
Model Guidance via Robust Feature Attribution
Model Guidance via Robust Feature Attribution
Mihnea Ghitu
Vihari Piratla
Matthew Wicker
AAML
238
0
0
24 Jun 2025
Orthogonal Soft Pruning for Efficient Class Unlearning
Orthogonal Soft Pruning for Efficient Class Unlearning
Qinghui Gong
Xue Yang
Xiaohu Tang
MU
322
0
0
24 Jun 2025
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