Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection
Authors: Niklas Risse, Marcel Böhme | Published: 2023-06-28 | Updated: 2024-06-06
性能評価
An Intelligent Mechanism for Monitoring and Detecting Intrusions in IoT Devices
Authors: Vitalina Holubenko, Paulo Silva, Carlos Bento | Published: 2023-06-23
When Vision Fails: Text Attacks Against ViT and OCR
Authors: Nicholas Boucher, Jenny Blessing, Ilia Shumailov, Ross Anderson, Nicolas Papernot | Published: 2023-06-12
Augmenting Greybox Fuzzing with Generative AI
Authors: Jie Hu, Qian Zhang, Heng Yin | Published: 2023-06-11
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
Authors: Nir Drucker, Itamar Zimerman | Published: 2023-06-11
KeyDetect –Detection of anomalies and user based on Keystroke Dynamics
Authors: Soumyatattwa Kar, Abhishek Bamotra, Bhavya Duvvuri, Radhika Mohanan | Published: 2023-04-08
Clustered Federated Learning Architecture for Network Anomaly Detection in Large Scale Heterogeneous IoT Networks
Authors: Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano, Aitor Urbieta, Urko Zurutuza | Published: 2023-03-28 | Updated: 2023-07-27
MGTBench: Benchmarking Machine-Generated Text Detection
Authors: Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang | Published: 2023-03-26 | Updated: 2024-01-16
In-Context Retrieval-Augmented Language Models
Authors: Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham | Published: 2023-01-31 | Updated: 2023-08-01
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam | Published: 2023-01-03