Model Stealing Attacks Against Inductive Graph Neural Networks
Authors: Yun Shen, Xinlei He, Yufei Han, Yang Zhang | Published: 2021-12-15
Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases
Authors: Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro | Published: 2021-12-15 | Updated: 2022-04-15
HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing
Authors: Xiao Han, Yuncong Yang, Junjie Wu | Published: 2021-12-15
Robustifying automatic speech recognition by extracting slowly varying features
Authors: Matías Pizarro, Dorothea Kolossa, Asja Fischer | Published: 2021-12-14 | Updated: 2024-11-06
Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)
Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2021-12-14
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
Authors: Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu | Published: 2021-12-14
Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors
Authors: Timothy Stevens, Christian Skalka, Christelle Vincent, John Ring, Samuel Clark, Joseph Near | Published: 2021-12-13
Does Fully Homomorphic Encryption Need Compute Acceleration?
Authors: Leo de Castro, Rashmi Agrawal, Rabia Yazicigil, Anantha Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi | Published: 2021-12-13 | Updated: 2021-12-14
Secure Routine: A Routine-Based Algorithm for Drivers Identification
Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
Malware Classification Using Static Disassembly and Machine Learning
Authors: Zhenshuo Chen, Eoin Brophy, Tomas Ward | Published: 2021-12-10