Model DoS

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images

Authors: Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu | Published: 2024-01-20 | Updated: 2024-03-22
Model DoS
Model Evaluation
Resource Scarcity Issues
2024.01.20 2025.05.27
Literature Database

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Authors: Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang | Published: 2022-03-29
Model DoS
Adversarial Example
Adversarial Learning
2022.03.29 2025.05.28
Literature Database

IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection

Authors: Zilong Lin, Yong Shi, Zhi Xue | Published: 2018-09-06 | Updated: 2022-05-08
Model DoS
Performance Evaluation
Adversarial Learning
2018.09.06 2025.05.28
Literature Database

Machine Learning DDoS Detection for Consumer Internet of Things Devices

Authors: Rohan Doshi, Noah Apthorpe, Nick Feamster | Published: 2018-04-11
Model DoS
IoT Threat Detection in Home Routers
Anomaly Detection Method
2018.04.11 2025.05.28
Literature Database

Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning

Authors: Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael Hicks, Tudor Dumitraş | Published: 2017-01-17
Model DoS
Adversarial Example Detection
Vulnerability Research
2017.01.17 2026.05.01
Literature Database