Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1802.00420
Cited By
v1
v2
v3
v4 (latest)
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
1 February 2018
Anish Athalye
Nicholas Carlini
D. Wagner
AAML
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples"
50 / 1,929 papers shown
Title
Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness
Emanuele Ballarin
A. Ansuini
Luca Bortolussi
AAML
184
0
0
20 Feb 2025
Sign-Symmetry Learning Rules are Robust Fine-Tuners
Aymene Berriche
Mehdi Zakaria Adjal
Riyadh Baghdadi
AAML
75
0
0
09 Feb 2025
Adversarial Machine Learning: Attacks, Defenses, and Open Challenges
Pranav K Jha
AAML
94
0
0
08 Feb 2025
CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling
Kaiyuan Zhang
Siyuan Cheng
Guangyu Shen
Bruno Ribeiro
Shengwei An
Pin-Yu Chen
Xinming Zhang
Ninghui Li
356
2
0
28 Jan 2025
Enhancing Robust Fairness via Confusional Spectral Regularization
Gaojie Jin
Sihao Wu
Jiaxu Liu
Tianjin Huang
Ronghui Mu
214
1
0
22 Jan 2025
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning
Nurbek Tastan
Samuel Horváth
Karthik Nandakumar
FedML
118
0
0
21 Jan 2025
Stability and Generalization in Free Adversarial Training
Xiwei Cheng
Kexin Fu
Farzan Farnia
AAML
84
3
0
08 Jan 2025
Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50
Umesh Yadav
Suman Niraula
Gaurav Kumar Gupta
Bicky Yadav
SILM
179
0
0
04 Jan 2025
Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness
Olukorede Fakorede
Modeste Atsague
Jin Tian
AAML
77
0
0
31 Dec 2024
Evaluating the Adversarial Robustness of Detection Transformers
A. Nazeri
Chunheng Zhao
P. Pisu
AAML
114
1
0
25 Dec 2024
Adversarial Hubness in Multi-Modal Retrieval
Tingwei Zhang
Fnu Suya
Rishi Jha
Collin Zhang
Vitaly Shmatikov
AAML
173
1
0
18 Dec 2024
On Evaluating the Durability of Safeguards for Open-Weight LLMs
Xiangyu Qi
Boyi Wei
Nicholas Carlini
Yangsibo Huang
Tinghao Xie
Luxi He
Matthew Jagielski
Milad Nasr
Prateek Mittal
Peter Henderson
AAML
137
22
0
10 Dec 2024
Pre-trained Multiple Latent Variable Generative Models are good defenders against Adversarial Attacks
Dario Serez
Marco Cristani
Alessio Del Bue
Vittorio Murino
Pietro Morerio
AAML
164
0
0
04 Dec 2024
RED: Robust Environmental Design
Jinghan Yan
AAML
100
0
0
26 Nov 2024
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
Yong Xie
Weijie Zheng
Hanxun Huang
Guangnan Ye
Xingjun Ma
AAML
170
1
0
20 Nov 2024
Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics
Taowen Wang
Dongfang Liu
James Liang
Wenhao Yang
Qifan Wang
Cheng Han
Jiebo Luo
Ruixiang Tang
Ruixiang Tang
AAML
180
6
0
18 Nov 2024
Towards Secured Smart Grid 2.0: Exploring Security Threats, Protection Models, and Challenges
Lan-Huong Nguyen
V. Nguyen
Ren-Hung Hwang
Jian-Jhih Kuo
Yu-Wen Chen
Chien-Chung Huang
Ping-I Pan
115
8
0
07 Nov 2024
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
Weizhi Gao
Zhichao Hou
Han Xu
Xiaorui Liu
AAML
70
0
0
01 Nov 2024
DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination
Jia Fu
Xiao Zhang
Sepideh Pashami
Fatemeh Rahimian
Anders Holst
DiffM
AAML
82
0
0
31 Oct 2024
Keep on Swimming: Real Attackers Only Need Partial Knowledge of a Multi-Model System
Julian Collado
Kevin Stangl
AAML
62
0
0
30 Oct 2024
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training
Tejaswini Medi
Steffen Jung
Margret Keuper
AAML
94
3
0
30 Oct 2024
On the Robustness of Adversarial Training Against Uncertainty Attacks
Emanuele Ledda
Giovanni Scodeller
Daniele Angioni
Giorgio Piras
Antonio Emanuele Cinà
Giorgio Fumera
Battista Biggio
Fabio Roli
AAML
139
1
0
29 Oct 2024
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks
Jiongxiao Wang
Fangzhou Wu
Wendi Li
Jinsheng Pan
Edward Suh
Zhuoqing Mao
Muhao Chen
Chaowei Xiao
AAML
79
8
0
28 Oct 2024
Neural Cover Selection for Image Steganography
Karl Chahine
Hyeji Kim
DiffM
86
0
0
23 Oct 2024
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Cost
Cheng-Han Yeh
Kuanchun Yu
Chun-Shien Lu
DiffM
AAML
158
0
0
22 Oct 2024
Conflict-Aware Adversarial Training
Zhiyu Xue
Haohan Wang
Yao Qin
Ramtin Pedarsani
AAML
70
0
0
21 Oct 2024
Adversarial Training: A Survey
Mengnan Zhao
Lihe Zhang
Jingwen Ye
Huchuan Lu
Baocai Yin
Xinchao Wang
AAML
84
1
0
19 Oct 2024
A Hybrid Defense Strategy for Boosting Adversarial Robustness in Vision-Language Models
Yuhan Liang
Yijun Li
Yumeng Niu
Qianhe Shen
Hangyu Liu
VLM
AAML
47
1
0
18 Oct 2024
Artificial Kuramoto Oscillatory Neurons
Takeru Miyato
Sindy Löwe
Andreas Geiger
Max Welling
AI4CE
204
10
0
17 Oct 2024
New Paradigm of Adversarial Training: Releasing Accuracy-Robustness Trade-Off via Dummy Class
Yijiao Wang
Li Liu
Zi Liang
Yi R.
Fung
Qingqing Ye
Haibo Hu
AAML
121
1
0
16 Oct 2024
Taking off the Rose-Tinted Glasses: A Critical Look at Adversarial ML Through the Lens of Evasion Attacks
Kevin Eykholt
Farhan Ahmed
Pratik Vaishnavi
Amir Rahmati
AAML
92
0
0
15 Oct 2024
On the Adversarial Transferability of Generalized "Skip Connections"
Yisen Wang
Yichuan Mo
Dongxian Wu
Mingjie Li
Xingjun Ma
Zhouchen Lin
AAML
65
2
0
11 Oct 2024
Adversarial Robustness Overestimation and Instability in TRADES
Jonathan Weiping Li
Ren-Wei Liang
Cheng-Han Yeh
Cheng-Chang Tsai
Kuanchun Yu
Chun-Shien Lu
Shang-Tse Chen
AAML
93
0
0
10 Oct 2024
Average Certified Radius is a Poor Metric for Randomized Smoothing
Chenhao Sun
Yuhao Mao
Mark Niklas Muller
Martin Vechev
AAML
116
0
0
09 Oct 2024
Gradient-based Jailbreak Images for Multimodal Fusion Models
Javier Rando
Hannah Korevaar
Erik Brinkman
Ivan Evtimov
Florian Tramèr
AAML
78
3
0
04 Oct 2024
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking
Aakash Varma Nadimpalli
A. Rattani
AAML
WIGM
84
2
0
02 Oct 2024
Learning-Augmented Robust Algorithmic Recourse
Kshitij Kayastha
Vasilis Gkatzelis
Shahin Jabbari
84
0
0
02 Oct 2024
Characterizing Model Robustness via Natural Input Gradients
Adrian Rodriguez-Munoz
Tongzhou Wang
Antonio Torralba
AAML
87
1
0
30 Sep 2024
MASKDROID: Robust Android Malware Detection with Masked Graph Representations
Jingnan Zheng
Jiaohao Liu
An Zhang
Jun Zeng
Ziqi Yang
Zhenkai Liang
Tat-Seng Chua
AAML
62
2
0
29 Sep 2024
Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects
Sabrine Ennaji
Fabio De Gaspari
Dorjan Hitaj
Alicia Kbidi
Luigi V. Mancini
AAML
97
0
0
27 Sep 2024
Revisiting Acoustic Features for Robust ASR
Muhammad Ahmed Shah
Bhiksha Raj
AAML
43
0
0
24 Sep 2024
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training
Jinpeng Lin
Xulei Yang
Tianrui Li
Xun Xu
3DPC
76
0
0
23 Sep 2024
Revisiting Semi-supervised Adversarial Robustness via Noise-aware Online Robust Distillation
Tsung-Han Wu
Hung-Ting Su
Shang-Tse Chen
Winston H. Hsu
95
1
0
19 Sep 2024
Data Poisoning and Leakage Analysis in Federated Learning
Wenqi Wei
Tiansheng Huang
Zachary Yahn
Anoop Singhal
Margaret Loper
Ling Liu
FedML
SILM
45
0
0
19 Sep 2024
NPAT Null-Space Projected Adversarial Training Towards Zero Deterioration
Hanyi Hu
Qiao Han
Kui Chen
Yao Yang
AAML
64
0
0
18 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model
Xingxing Wei
Caixin Kang
Yinpeng Dong
Ziyi Wang
Shouwei Ruan
Yubo Chen
Hang Su
AAML
DiffM
69
3
0
14 Sep 2024
Top-GAP: Integrating Size Priors in CNNs for more Interpretability, Robustness, and Bias Mitigation
Lars Nieradzik
Henrike Stephani
Janis Keuper
FAtt
AAML
65
0
0
07 Sep 2024
LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models
Hossein Khalili
Seongbin Park
Vincent Li
Brandan Bright
Ali Payani
Ramana Rao Kompella
Nader Sehatbakhsh
AAML
72
1
0
31 Aug 2024
PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning
Noor Hussein
Fahad Shamshad
Muzammal Naseer
Karthik Nandakumar
AAML
103
4
0
29 Aug 2024
Certified Causal Defense with Generalizable Robustness
Yiran Qiao
Yu Yin
Chen Chen
Jing Ma
AAML
OOD
CML
179
0
0
28 Aug 2024
Previous
1
2
3
4
5
...
37
38
39
Next