Cybersecurity

Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions AAAI 2021 Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021 CAFE: Catastrophic Data Leakage in Vertical Federated Learning NeurIPS 2021 Data-Driven Controller Design via Finite-Horizon Dissipativity L4DC 2021 Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021 Defending against Contagious Attacks on a Network with Resource Reallocation AAAI 2021 Delving into Data: Effectively Substitute Training for Black-box Attack CVPR 2021 Differentially Private Aggregation in the Shuffle Model: Almost Central Accuracy in Almost a Single Message ICML 2021 Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021 Don't Yank My Chain: Auditable NF Service Chaining NSDI 2021 Exposing Cyber-Physical System Weaknesses by Implicitly Learning their Underlying Models ACML 2021 Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss ICML 2021 Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing OSDI 2021 Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks NeurIPS 2021 HateCheck: Functional Tests for Hate Speech Detection Models ACL 2021 Learning based attacks in Cyber Physical Systems: Exploration, Detection, and Control Cost trade-offs L4DC 2021 Markpainting: Adversarial Machine Learning meets Inpainting ICML 2021 Morié Attack (MA): A New Potential Risk of Screen Photos NeurIPS 2021 Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting IJCAI 2021 Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks CVPR 2021 SANRAZOR: Reducing Redundant Sanitizer Checks in C/C++ Programs OSDI 2021 Transformers to Fight the COVID-19 Infodemic NAACL 2021 Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks AAAI 2021 What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations EMNLP 2021 ABC: A Simple Explicit Congestion Controller for Wireless Networks NSDI 2020