ZTCloudGuard: Zero Trust Context-Aware Access Management Framework to Avoid Misuse Cases in the Era of Generative AI and Cloud-based Health Information Ecosystem
Authors: Khalid Al-hammuri, Fayez Gebali, Awos Kanan | Published: 2023-11-28
Scalable Extraction of Training Data from (Production) Language Models
Authors: Milad Nasr, Nicholas Carlini, Jonathan Hayase, Matthew Jagielski, A. Feder Cooper, Daphne Ippolito, Christopher A. Choquette-Choo, Eric Wallace, Florian Tramèr, Katherine Lee | Published: 2023-11-28
De-identification of clinical free text using natural language processing: A systematic review of current approaches
Authors: Aleksandar Kovačević, Bojana Bašaragin, Nikola Milošević, Goran Nenadić | Published: 2023-11-28
A Unified Hardware-based Threat Detector for AI Accelerators
Authors: Xiaobei Yan, Han Qiu, Tianwei Zhang | Published: 2023-11-28
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning
Authors: Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty | Published: 2023-11-28
Understanding the Process of Data Labeling in Cybersecurity
Authors: Tobias Braun, Irdin Pekaric, Giovanni Apruzzese | Published: 2023-11-28
“Do Users fall for Real Adversarial Phishing?” Investigating the Human response to Evasive Webpages
Authors: Ajka Draganovic, Savino Dambra, Javier Aldana Iuit, Kevin Roundy, Giovanni Apruzzese | Published: 2023-11-28
Darknet Traffic Analysis A Systematic Literature Review
Authors: Javeriah Saleem, Rafiqul Islam, Zahidul Islam | Published: 2023-11-27
Using Decentralized Aggregation for Federated Learning with Differential Privacy
Authors: Hadeel Abd El-Kareem, Abd El-Moaty Saleh, Ana Fernández-Vilas, Manuel Fernández-Veiga, asser El-Sonbaty | Published: 2023-11-27
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective
Authors: Lukas Wutschitz, Boris Köpf, Andrew Paverd, Saravan Rajmohan, Ahmed Salem, Shruti Tople, Santiago Zanella-Béguelin, Menglin Xia, Victor Rühle | Published: 2023-11-27