Toward More Generalized Malicious URL Detection Models
Authors: YunDa Tsai, Cayon Liow, Yin Sheng Siang, Shou-De Lin | Published: 2022-02-21 | Updated: 2024-02-09
Transferring Adversarial Robustness Through Robust Representation Matching
Authors: Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati | Published: 2022-02-21 | Updated: 2022-05-05
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks
Authors: Haoyu Liu, Paul Patras | Published: 2022-02-20 | Updated: 2022-04-20
Assessment of Cyber-Physical Intrusion Detection and Classification for Industrial Control Systems
Authors: Nils Müller, Charalampos Ziras, Kai Heussen | Published: 2022-02-18 | Updated: 2023-01-03
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks
Authors: Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud | Published: 2022-02-17 | Updated: 2022-07-20
Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
Authors: Yongqiang Chen, Han Yang, Yonggang Zhang, Kaili Ma, Tongliang Liu, Bo Han, James Cheng | Published: 2022-02-16 | Updated: 2022-04-05
Privacy-preserving Similarity Calculation of Speaker Features Using Fully Homomorphic Encryption
Authors: Yogachandran Rahulamathavan | Published: 2022-02-16 | Updated: 2022-03-14
SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service
Authors: Songlei Wang, Yifeng Zheng, Xiaohua Jia | Published: 2022-02-16 | Updated: 2023-01-31
Defending against Reconstruction Attacks with Rényi Differential Privacy
Authors: Pierre Stock, Igor Shilov, Ilya Mironov, Alexandre Sablayrolles | Published: 2022-02-15
StratDef: Strategic Defense Against Adversarial Attacks in ML-based Malware Detection
Authors: Aqib Rashid, Jose Such | Published: 2022-02-15 | Updated: 2023-04-24