Cybersecurity

Membership Inference via Backdooring IJCAI 2022 MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022 MExMI: Pool-based Active Model Extraction Crossover Membership Inference NeurIPS 2022 Mixed Strategies for Security Games with General Defending Requirements IJCAI 2022 NEUROCRYPT: Coercion-Resistant Implicit Memory Authentication (Student Abstract) AAAI 2022 NRI-FGSM: An Efficient Transferable Adversarial Attack for Speaker Recognition Systems Interspeech 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022 Pre-activation Distributions Expose Backdoor Neurons NeurIPS 2022 Residue-Based Natural Language Adversarial Attack Detection NAACL 2022 Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems ICML 2022 SALSA: Attacking Lattice Cryptography with Transformers NeurIPS 2022 SCALE: Automatically Finding RFC Compliance Bugs in DNS Nameservers NSDI 2022 Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022 Shedding New Light on the Language of the Dark Web NAACL 2022 Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks AAAI 2022 “That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks ACL 2022 Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022 TwiBot-22: Towards Graph-Based Twitter Bot Detection NeurIPS 2022 Verifying Hardware Security Modules with Information-Preserving Refinement OSDI 2022 With False Friends Like These, Who Can Notice Mistakes? AAAI 2022 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 Addra: Metadata-private voice communication over fully untrusted infrastructure OSDI 2021 Anomaly Mining - Past, Present and Future IJCAI 2021 A Novel AI-based Methodology for Identifying Cyber Attacks in Honey Pots AAAI 2021 Backdoor Attack with Imperceptible Input and Latent Modification NeurIPS 2021