Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam | Published: 2023-01-03
Backdoor Attack
Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain
Authors: Vesal Ahsani, Ali Rahimi, Mehdi Letafati, Babak Hossein Khalaj | Published: 2023-01-01 | Updated: 2023-01-11
Learned Systems Security
Authors: Roei Schuster, Jin Peng Zhou, Thorsten Eisenhofer, Paul Grubbs, Nicolas Papernot | Published: 2022-12-20 | Updated: 2023-01-10
New data poison attacks on machine learning classifiers for mobile exfiltration
Authors: Miguel A. Ramirez, Sangyoung Yoon, Ernesto Damiani, Hussam Al Hamadi, Claudio Agostino Ardagna, Nicola Bena, Young-Ji Byon, Tae-Yeon Kim, Chung-Suk Cho, Chan Yeob Yeun | Published: 2022-10-20
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
Authors: Khoa D. Doan, Yingjie Lao, Ping Li | Published: 2022-10-17
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning
Authors: Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang | Published: 2022-10-13 | Updated: 2023-08-14
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks
Authors: Eleanor Clifford, Ilia Shumailov, Yiren Zhao, Ross Anderson, Robert Mullins | Published: 2022-09-30 | Updated: 2024-03-01
Augmentation Backdoors
Authors: Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins | Published: 2022-09-29
SNAP: Efficient Extraction of Private Properties with Poisoning
Authors: Harsh Chaudhari, John Abascal, Alina Oprea, Matthew Jagielski, Florian Tramèr, Jonathan Ullman | Published: 2022-08-25 | Updated: 2023-06-21
An anomaly detection approach for backdoored neural networks: face recognition as a case study
Authors: Alexander Unnervik, Sébastien Marcel | Published: 2022-08-22