First UEFI rootkit found in the wild, courtesy
of the Sednit group #APT28
https://www.welivesecurity.com/wp-content/uploads/2018/09/ESET-LoJax.pdf

Seq2Seq for Web Attack Detection
https://github.com/PositiveTechnologies/seq2seq-web-attack-detection/blob/master/slides/detecting_web_attacks_rnn.pdf
https://aivillage.org/posts/detecting-web-attacks-rnn/

The Doodle Master seeks to turn your UI mockups into real code. Currently this repository just serves to demonstrate a Proof Of Concept of Artificially Intelligent Design Tools.

https://github.com/karanchahal/DoodleMaster

Презентации корейской конференции POC 2018

Denis Kolegov, Oleg Broslavsky, "WebGoat.SDWAN.Net in Depth"

En He, Jiashui Wang "Hacking Android VoIP for Fun and Profit!"

Gmliu, "Windows Kernel Fuzzing"

Jaanus Kääp, "Document parsers "research" as passive income"

Jiafeng Li, Zuotong Feng, "How to Exploit Blockchain Public Chain and Smart Contract Vulnerability"

Jin Liu & Chong Xu, "Pwning Microsoft Edge Browser: From Memory Safety Vulnerability to Remote Code Execution"

Kang Li, "Practical evading attacks on commercial AI image recognition services"

Lidong LI & Naijie XU, "802.11 Smart Fuzzing"

Ned Williamson, "Exploiting Chrome IPC"

Nikita Tarakanov, "Automating Windows Kernel Pool Overflow/Corruption Exploits Development"

Samuel Groß, "IPC MitM: Exploiting a Fun Logic Bug for Kernel-Mode Code Execution on MacOS"

Tielei Wang, Hao Xu, "IOService Becomes a Grandpa"

Yannay Livneh, "Baby I can drive your car: remotely hacking Telematics CAN-connected devices"

Yunhai Zhang, "Diving into Windows Defender Application Guard"

DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks

Интересная подборка по теме Threat Hunting

https://github.com/jivoi/awesome-ml-for-cybersecurity
A curated list of amazingly awesome tools and resources related to the use of machine learning for cyber security.