GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
Authors: Anum Talpur, Mohan Gurusamy | Published: 2022-04-23 | Updated: 2022-09-12
Towards Privacy-Preserving Neural Architecture Search
Authors: Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss | Published: 2022-04-22
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-based IIoT Networks
Authors: Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava | Published: 2022-04-21
ARLIF-IDS — Attention augmented Real-Time Isolation Forest Intrusion Detection System
Authors: Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla | Published: 2022-04-20
Backdooring Explainable Machine Learning
Authors: Maximilian Noppel, Lukas Peter, Christian Wressnegger | Published: 2022-04-20
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication
Authors: Sara Kokal, Laura Pryor, Rushit Dave | Published: 2022-04-19
A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation
Authors: David Selasi Koblah, Rabin Yu Acharya, Daniel Capecci, Olivia P. Dizon-Paradis, Shahin Tajik, Fatemeh Ganji, Damon L. Woodard, Domenic Forte | Published: 2022-04-19 | Updated: 2022-04-21
Automatic Hardware Trojan Insertion using Machine Learning
Authors: Jonathan Cruz, Pravin Gaikwad, Abhishek Nair, Prabuddha Chakraborty, Swarup Bhunia | Published: 2022-04-18
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems
Authors: Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique | Published: 2022-04-18
Exploiting Multiple EEG Data Domains with Adversarial Learning
Authors: David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl | Published: 2022-04-16