Cybersecurity

Composition Theorems for Interactive Differential Privacy NeurIPS 2022 DeepHardMark: Towards Watermarking Neural Network Hardware AAAI 2022 Deep Learning Based Side Channel Attacks on Lightweight Cryptography (Student Abstract) AAAI 2022 Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China AAAI 2022 Differentially Private Community Detection for Stochastic Block Models ICML 2022 Differentially Private Linear Sketches: Efficient Implementations and Applications NeurIPS 2022 Digital and Physical-World Attacks on Remote Pulse Detection WACV 2022 Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection PGM 2022 Exploring Effective Data for Surrogate Training Towards Black-Box Attack CVPR 2022 Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack NeurIPS 2022 Full-Stack Information Extraction System for Cybersecurity Intelligence EMNLP 2022 GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022 Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022 House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography NeurIPS 2022 How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022 IA-CCF: Individual Accountability for Permissioned Ledgers NSDI 2022 Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022 IMap: Fast and Scalable In-Network Scanning with Programmable Switches NSDI 2022 INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge Interspeech 2022 Inverting 43-step MD4 via Cube-and-Conquer IJCAI 2022 Iron: Private Inference on Transformers NeurIPS 2022 KSplit: Automating Device Driver Isolation OSDI 2022 Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022 M$^4$I: Multi-modal Models Membership Inference NeurIPS 2022 Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class NeurIPS 2022