CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular ClassifiersIEEE Symposium on Security and Privacy (S&P), 2024 |
Untargeted White-box Adversarial Attack with Heuristic Defence Methods
in Real-time Deep Learning based Network Intrusion Detection SystemComputer Communications (Comput. Commun.), 2023 |
A Novel Deep Learning based Model to Defend Network Intrusion Detection
System against Adversarial AttacksInternational Conference on Computing for Sustainable Global Development (ICCSGD), 2023 |
The Space of Adversarial Strategies Ryan Sheatsley Blaine Hoak Eric Pauley Patrick McDaniel |
On The Empirical Effectiveness of Unrealistic Adversarial Hardening
Against Realistic Adversarial AttacksIEEE Symposium on Security and Privacy (IEEE S&P), 2022 |
On the Robustness of Domain ConstraintsConference on Computer and Communications Security (CCS), 2021 |