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Cybersecurity

365 papers

Papers per year

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30
87
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Papers

Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks AAAI 2022
With False Friends Like These, Who Can Notice Mistakes? AAAI 2022
Deep Learning Based Side Channel Attacks on Lightweight Cryptography (Student Abstract) AAAI 2022
Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022
NEUROCRYPT: Coercion-Resistant Implicit Memory Authentication (Student Abstract) AAAI 2022
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022
Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China AAAI 2022
“That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks ACL 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022
Exploring Effective Data for Surrogate Training Towards Black-Box Attack CVPR 2022
Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022
Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022
Full-Stack Information Extraction System for Cybersecurity Intelligence EMNLP 2022
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems ICML 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022
Differentially Private Community Detection for Stochastic Block Models ICML 2022
Mixed Strategies for Security Games with General Defending Requirements IJCAI 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Inverting 43-step MD4 via Cube-and-Conquer IJCAI 2022
Membership Inference via Backdooring IJCAI 2022
Addressing Segmentation Ambiguity in Neural Linguistic Steganography IJCNLP 2022
INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge INTERSPEECH 2022
NRI-FGSM: An Efficient Transferable Adversarial Attack for Speaker Recognition Systems INTERSPEECH 2022