Decomposing and Editing Predictions by Modeling Model Computation
Authors: Harshay Shah, Andrew Ilyas, Aleksander Madry | Published: 2024-04-17
Watermarking
OmniLytics+: A Secure, Efficient, and Affordable Blockchain Data Market for Machine Learning through Off-Chain Processing
Authors: Songze Li, Mingzhe Liu, Mengqi Chen | Published: 2024-04-17
Federated Learning on Riemannian Manifolds with Differential Privacy
Authors: Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra | Published: 2024-04-15
Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning
Authors: Tanveer Khan, Mindaugas Budzys, Antonis Michalas | Published: 2024-04-14
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture
Authors: Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-12
A Survey on Security of Ultra/Hyper Reliable Low Latency Communication: Recent Advancements, Challenges, and Future Directions
Authors: Annapurna Pradhan, Susmita Das, Md. Jalil Piran, Zhu Han | Published: 2024-04-11
Enhancing Network Intrusion Detection Performance using Generative Adversarial Networks
Authors: Xinxing Zhao, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2024-04-11
Privacy preserving layer partitioning for Deep Neural Network models
Authors: Kishore Rajasekar, Randolph Loh, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2024-04-11
Case Study: Neural Network Malware Detection Verification for Feature and Image Datasets
Authors: Preston K. Robinette, Diego Manzanas Lopez, Serena Serbinowska, Kevin Leach, Taylor T. Johnson | Published: 2024-04-08
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack
Authors: Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2024-04-08 | Updated: 2024-06-01