// Prerequisites
What to read before Practical AI Security
If Practical AI Security feels too steep at advanced level, here is what to read first. Lighter books in the same topics that build the prerequisites this one assumes.
01 · 2020
Intelligence artificielle, cybersécurité et cyberdéfense
An academic examination of how artificial intelligence reshapes cybersecurity and cyberdefence — opportunities, threats and strategic implications — by France's most prolific cyberwar scholar.
Advanced3/5Daniel Ventre02 · 2021
Designing Secure Software
Loren Kohnfelder, the original PKI author, on how to weave security thinking through requirements, design, implementation and operations rather than bolt it on at the end.
Intermediate5/5Loren Kohnfelder03 · 2008
Hacking: The Art of Exploitation
A from-first-principles tour of low-level exploitation that still teaches the mindset two decades later.
Intermediate5/5Jon Erickson04 · 2012
Practical Malware Analysis
Still the gold standard textbook for static and dynamic malware analysis on Windows.
Intermediate5/5Michael Sikorski, Andrew Honig05 · 2013
The Practice of Network Security Monitoring
Richard Bejtlich's NSM playbook: how to deploy collection sensors, validate that you actually see what you think you see, and build detection workflows around open-source tools.
Intermediate5/5Richard Bejtlich06 · 2014
Threat Modeling
Adam Shostack's practitioner-oriented introduction to threat modeling: STRIDE, attack trees, and how to fit the practice into a real software-development lifecycle.
Intermediate5/5Adam Shostack07 · 2011
A Bug Hunter's Diary
Tobias Klein walks through seven real vulnerabilities he found and exploited, in the form of personal lab notes, what he tried, what failed, and what eventually shipped to vendors.
Intermediate4/5Tobias Klein08 · 2013
Applied Network Security Monitoring
A practitioner's walkthrough of building an NSM capability end to end, from deciding what to collect through detection and the analysis workflow that ties it together. The tooling is dated, but the way it teaches you to think about monitoring is not.
Intermediate4/5Chris Sanders, Jason Smith