CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers
Authors: Matan Ben-Tov, Daniel Deutch, Nave Frost, Mahmood Sharif | Published: 2025-01-17
Data Integrity Constraints
Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases
Authors: Sajani Vithana, Sennur Ulukus | Published: 2023-07-12
Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-07-03
EIFFeL: Ensuring Integrity for Federated Learning
Authors: Amrita Roy Chowdhury, Chuan Guo, Somesh Jha, Laurens van der Maaten | Published: 2021-12-23 | Updated: 2022-09-12
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity
Authors: Honglu Jiang, Yifeng Gao, S M Sarwar, Luis GarzaPerez, Mahmudul Robin | Published: 2021-12-03
Needle in a Haystack: Detecting Subtle Malicious Edits to Additive Manufacturing G-code Files
Authors: Caleb Beckwith, Harsh Sankar Naicker, Svara Mehta, Viba R. Udupa, Nghia Tri Nim, Varun Gadre, Hammond Pearce, Gary Mac, Nikhil Gupta | Published: 2021-11-24
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0
Authors: Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer | Published: 2021-11-09
On the Robustness of Domain Constraints
Authors: Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick McDaniel | Published: 2021-05-18 | Updated: 2021-11-07
Privacy and Integrity Preserving Training Using Trusted Hardware
Authors: Hanieh Hashemi, Yongqin Wang, Murali Annavaram | Published: 2021-05-01
Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support
Authors: Wojciech Ozga, Do Le Quoc, Christof Fetzer | Published: 2021-03-31