Adversarial — Entidade

normanmu.com·há 4 meses

What Do Adversarial Examples Tell Us About Prompt Injections?

It’s been more than 3 years since the concept of a prompt injection was first popularized, and in that time AI has gone from “barely coherent conversations” ...

giovanniapruzzese.com·há 8 meses

Adversarial News and Lost Profits: Manipulating Headlines in LLM-Driven Algorithmic Trading

Rizvani, A., Apruzzese, G., Laskov, P., IEEE Conference on Secure and Trustworthy Machine Learning, 2025 Conference Oneliner: Abstract. Large Language Models (LLMs) are increasingly adopted in the

giovanniapruzzese.com·há 12 meses

Exploiting AI for Attacks: On the Interplay between Adversarial AI and Offensive AI

There are far too many terms associated to “AI.” We examine and clarify them a bit.

qbouniot.github.io·há cerca de 5 anos

Optimal Transport as a Defense Against Adversarial Attacks

We present Sinkhorn Adversarial Training (SAT), a robust adversarial training method based on the latest theory of optimal transport. We also propose a new metric, the Area Under Accuracy Curve (AUAC)

qbouniot.github.io·há mais de 5 anos

Optimal Transport as a Defense Against Adversarial Attacks

Quentin Bouniot, Romaric Audigier, Angélique Loesch Deep learning classifiers are now known to have flaws in the representations of their class. Adversarial attacks can find a human-imperceptible per

normanmu.com·há mais de 7 anos

Adversarial Patches for Deep Neural Networks

A lot of academic attention has been focused on the topic of adversarial attacks against neural networks recently, and for good reason. Because we still lack a thorough understanding of why neural net

caozhangjie.github.io·há quase 9 anos

Conditional Adversarial Domain Adaptation

Mingsheng Long, Zhangjie Cao, Jianmin Wang, Michael I. Jordan. Arxiv. Adversarial learning has been embedded into deep networks to learn transferable representations for domain adaptation. Existing a

caozhangjie.github.io·há quase 9 anos

Transfer Adversarial Hashing for Hamming Space Retrieval

Published in AAAI Conference on Artificial Intelligence (AAAI), 2018, 2017 Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang. AAAI Conference on Artificial Intelligence AAAI 2018. [Conference V