// Prerequisites
What to read before Malware Data Science
If Malware Data Science feels too steep at intermediate level, here is what to read first. Lighter books in the same topics that build the prerequisites this one assumes.
01 · 2014
Countdown to Zero Day
Kim Zetter's investigative reconstruction of Stuxnet, the joint US/Israeli operation that physically damaged Iranian uranium-enrichment centrifuges via a worm, and what its discovery revealed about state-level cyber capability.
Beginner5/5Kim Zetter02 · 2012
Practical Malware Analysis
Still the gold standard textbook for static and dynamic malware analysis on Windows.
Intermediate5/5Michael Sikorski, Andrew Honig03 · 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 Bejtlich04 · 2017
Network Security Through Data Analysis
Michael Collins on building situational awareness from network telemetry: collection architecture, statistical baseline-setting, and the analytic patterns that turn raw flows into detection.
Intermediate4/5Michael Collins05 · 2011
Kingpin
Kevin Poulsen's reconstruction of Max Butler's career — from white-hat consultant to running CardersMarket, the carding forum that consolidated the early-2000s underground — and the FBI investigation that finally took him down.
Beginner5/5Kevin Poulsen06 · 2019
Sandworm
Long-form journalism on the GRU's hacking operations, the best non-technical book on what state-level cyber actually looks like.
Beginner5/5Andy Greenberg07 · 1989
The Cuckoo's Egg
Clifford Stoll's first-person account of investigating a 75-cent accounting discrepancy at LBNL that turned into a year-long pursuit of a KGB-paid intruder across early-internet networks.
Beginner5/5Clifford Stoll08 · 2020
The Hacker and the State
Ben Buchanan's argument that state-on-state cyber operations are not deterrence-shaped (like nuclear) but signaling-shaped: countries use cyber to shape the environment, not to threaten escalation. Builds the case from declassified incidents.
Beginner5/5Ben Buchanan