Medium

Andrey Pautov

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Andrey Pautov

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Aug 13

AIDebug 3.1 Full Release Review

From Binary Intake to String Intelligence

AIDebug 3.1 Full Release Review

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Andrey Pautov

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Aug 19

Course Review — TrainSec Malware Analyst Professional — Level 1:

Why my fifth malware-analysis course still challenged me — and how I turned the learning process into five practical guides and…

Course Review — TrainSec Malware Analyst Professional — Level 1:

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Andrey Pautov

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Jun 29

AdversaryGraph v5.0: From CTI Mapping to Attack Simulation and SIEM Validation

A self-hosted CTI-to-detection workbench for ATT&CK mapping, IOC investigation, malware analysis, asset attack-surface mapping, attack…

AdversaryGraph v5.0: From CTI Mapping to Attack Simulation and SIEM Validation

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Andrey Pautov

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May 22

One place for my cybersecurity projects, guides, articles, labs, tools, and research workflows

From Scattered Research to a Structured Cybersecurity Knowledge Base

One place for my cybersecurity projects, guides, articles, labs, tools, and research workflows

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Andrey Pautov

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Jan 19

The AI Revolution in Offensive Security

Practical Hands-On Guide to AI-Accelerated Offensive Security: Burp Suite, Nmap, OSINT, Exploitation, and End-to-End Automation (LLMs +…

The AI Revolution in Offensive Security

Andrey Pautov

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Nov 1

Can Continuous Recursive Reasoning Give Rise to Machine Consciousness?

Exploring the Continuous Recursive Reasoning Hypothesis through persistent memory, self-modeling, feedback, and experiments that separate…

Can Continuous Recursive Reasoning Give Rise to Machine Consciousness?

Andrey Pautov

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Oct 2

The Right Question: A Framework for Auditable Question Discovery

A practical definition and selection framework for moving AI beyond plausible prompts toward bounded, adversarial, and testable empirical…

The Right Question: A Framework for Auditable Question Discovery

Andrey Pautov

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Sep 27

Cyberattacks on Big Pharma and Its Ecosystem

Why drugmakers, research partners, regulators, and health infrastructure are targeted — and what the evidence reveals about threat actors…

Cyberattacks on Big Pharma and Its Ecosystem

Andrey Pautov

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Sep 24

Can AI Explain a Malware PCAP? Lessons from 20 AdversaryGraph Tests

Real packet captures, short investigation reports, and an honest comparison with published answers.

Can AI Explain a Malware PCAP? Lessons from 20 AdversaryGraph Tests

Andrey Pautov

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Sep 18

AI Agent vs. Human with Wireshark: Six Malware PCAPs Put to the Test

This experiment measures how Daybreak Blue at extra-high reasoning investigated six malicious packet captures, where it succeeded, what it…

AI Agent vs. Human with Wireshark: Six Malware PCAPs Put to the Test

Andrey Pautov

Andrey Pautov

I build tools and write practical guides for CTI, detection engineering, malware analysis and AI security. Explore my work: 1200km.com

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