Tech Xplore on MSN1 小时
Q&A: Modeling adversarial intelligence to exploit AI's security vulnerabilities
If you've watched cartoons like Tom and Jerry, you'll recognize a common theme: An elusive target avoids his formidable adversary. This game of "cat-and-mouse"—whether literal or otherwise—involves ...
GitHub5 个月
adversarial-text-purification-a-large-language-model-approach-for-defense.md
文本分类模型尽管取得了巨大成功，但研究表明它们对对抗性示例非常脆弱。这些示例是经过精心设计的，对输入的改动微小到人类无法识别，但却能导致分类器误分类。这种脆弱性严重威胁了NLP应用的可靠性和完整性。因此，开发更强的防御措施以提高分类 ...
OpenAI: Extending model ‘thinking time’ helps combat emerging cyber vulnerabilities
OpenAI used its own o1-preview and o1-mini models to test whether additional inference time compute protected against various attacks.
IEEE4 年
Shuai Lü
Basis Functions,Cloud Computing,Adversary Model,Application Programming Interface,Automata,Auxiliary Function,Binary Function,Boolean Function,Client Requests,Client ...
IEEE1 天
A Novel Interpretable Adversarial NMF Network for Compound Fault Decoupling in Planetary ...
Representing an improvement within the framework of the generative adversarial network, this ANMF reconstructs the decoupler and discriminator using deep nonnegative matrix factorization (NMF) and ...
来自MSN1 个月
Generating mutated proteins through adversarial attacks on the AlphaFold2 model
To enhance efficiency and decrease the expense of biological experiments, this paper introduces a method to generate mutated proteins through adversarial attacks on the AlphaFold2 (AF2 ...