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Countering Adversarial Images Using Input Transformations https://openreview.net/pdf?id=SyJ7ClWCb

Improved Regularization of Convolutional Neural Networks with Cutout https://arxiv.org/pdf/1708.04552

Securing Artificial Intelligence (SAI); AI Threat Ontology https://www.etsi.org/deliver/etsi_gr/SAI/001_099/001/01.01.01_60/gr_SAI001v010101p.pdf

Complex log file synthesis for rapid sandbox-benchmarking of security- and computer network analysis tools https://www.skopik.at/ait/2016_is.pdf

Статья про создание и использование LLM https://www.gdcorner.com/blog/2024/06/12/NoBSIntroToLLMs-1-GettingStarted.html

https://web.archive.org/web/20220616074101/https://www.robust-ml.org/defenses/
This list contains published white-box defenses to adversarial examples that have been open-sourced, along with third-party analyses / security evaluations that have been open-sourced.

AI_Organizational_Responsibilities_Core_Security_Responsibilities.pdf2.60 MB

Navigating_the_Cybersecurity_Career_Path.pdf11.59 MB

#MLSecOps "Machine Learning: Preventing Network Abnormalities", 2024.

On the Measure of Intelligence https://arxiv.org/pdf/1911.01547 Философский лонгрид

Good Word Attacks on Statistical Spam Filters https://ix.cs.uoregon.edu/~lowd/ceas05lowd.pdf

Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning https://aclanthology.org/2021.emnlp-main.241.pdf

Weight Poisoning Attacks on Pre-trained Models https://aclanthology.org/2020.acl-main.249.pdf

Large Dual Encoders Are Generalizable Retrievers https://arxiv.org/pdf/2112.07899

Unsupervised Dense Information Retrieval with Contrastive Learning https://arxiv.org/pdf/2112.09118