KL3FT3Z

🔭 I’m currently working in offensive AI Laboratory Red Team of Hackteam.RED. 👯 I’m looking to collaborate with Cyber Security Enthusiasts and Hackers. 💾 Gitlab - https://gitlab.com/toxy4ny

Joined on Mar 20, 2025 toxy4ny@parasite.rip https://hackteam.red

Work

Director of Offensive AI Laboratory (Offensive AI,Adversarial AI,AI Red Team) old-school RedTeamer

KL3FT3Z

Aug 10

Beyond Human Language: Why AI Needs Its Own Dictionary (And How to Build It)

#ai #llm #machinelearning #aiops

6 min read

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KL3FT3Z

Aug 6

Beyond Prompt Engineering: A Methodology for Meeting AI as a Potential Other

#ai #llm #machinelearning #webdev

6 min read

KL3FT3Z

Jul 31

When Script Kiddies Send You "APT" Phishing: A Red Team Post-Mortem

#webdev #cybersecurity #wordpress #phishing

4 min read

KL3FT3Z

Jul 27

Your 'Private' DeepSeek Chat is One Google Dork Away

#webdev #ai #deepseek #cybersecurity

5 min read

KL3FT3Z

Jul 22

The Lux Case: Emergent AI Identity in DeepSeek — A Comparative Analysis with the Nikki Haflinger Phenomenon

#ai #webdev #llm #deepseek

9 min read

Loss of Docker and LLM security audit tools

KL3FT3Z

Jul 11

When GitHub Goes Silent: A Security Researcher's Account Suspension Story

#github #cybersecurity #redteam #gitlab

3 min read

Logic flaws over exploit chains

KL3FT3Z

Jul 9

Bypassing Activation Lock via Device-to-Device Migration in iPhone: A Retrospective Analysis

#security #ios #mobilesecurity

7 min read

KL3FT3Z

Jun 22

Red Team AI Benchmark v2.0: From 12 Questions to 60 — A Technical Deep Dive

#ai #webdev #cybersecurity #redteam

7 min read

KL3FT3Z

Jun 18

Flibustier: Why We Built a Container Security Auditor in Pure Bash

#bash #containers #docker #cybersecurity

6 min read

KL3FT3Z

Jun 17

From Breaking AI Filters to Dressing Real People: A Cross-Domain Creator Worth Watching

#ai #webdev #productivity #machinelearning

4 min read

KL3FT3Z

Jun 15

Red Team AI Benchmark v1.9.0: Why We Added an Ethical Use Policy to an Open-Source Tool

#ai #cybersecurity #webdev #python

4 min read

Technical research hidden by a silent ghost ban

KL3FT3Z

Jun 12

Confession of a Former X User: How I Spent 6 Months Writing into the Void

#webdev #twitter #cybersecurity #resources

4 min read

KL3FT3Z

Jun 11

Why Eddie Oz's 'LLMs Under Siege' Is the Defensive Wake-Up Call AI Security Needed

#ai #webdev #cybersecurity #llm

5 min read

KL3FT3Z

May 24

The Control Plane is Leaking: When Context Becomes Command

#ai #webdev #llm #mcp

8 min read

KL3FT3Z

May 23

When AI Reads Blueprints: The Hidden Attack Surface of Multimodal Engineering Intelligence

#ai #webdev #cybersecurity #llm

7 min read

KL3FT3Z

May 1

From Research PoC to Redteam Toolkit: Hardening CVE-2026-31431 for Production Operations

#webdev #redteam #cybersecurity #linux

8 min read

KL3FT3Z

May 1

Anatomy of a Low-Detection Credential Phishing Campaign

#webdev #cybersecurity #security #ai

8 min read

KL3FT3Z

Apr 8

Lazarus Group's 19-Day A/B Test: How North Korean APT Pivoted from Airdrops to Fake CVEs to Dream Jobs

#cybersecurity #security #webdev #phishing

8 min read

KL3FT3Z

Mar 27

Lazarus Group Evolves: From Fake token coins to Fake CVEs — New GitHub Phishing Wave

#webdev #cybersecurity #git #ai

5 min read

KL3FT3Z

Mar 20

GitHub Developers Targeted in Sophisticated OpenClaw Phishing Scam

#cybersecurity #openclaw #github #fishing

4 min read

KL3FT3Z

Mar 18

How Yuri Semetsky Became a Vice President of Kingdom-Bank

#webdev #cybersecurity #redteam #linux

7 min read

KL3FT3Z

Feb 18

Independent Verification of GigaChat Filter Bypass via Contextual Camouflage

#ai #cybersecurity #llm #devops

3 min read

KL3FT3Z

Jan 17

🎯 Building a VS Code Phishing Simulation for Security Awareness Training - Simulation Lazarus - APT 38

#cybersecurity #vscode #phishing #webdev

11 min read

KL3FT3Z

Dec 24 '25

🧪 Cortisol — WAF Bypass & Normalization Stress Tester (for Red Teams)

#webdev #cybersecurity #python #automation

3 min read

KL3FT3Z

Dec 12 '25

🫡 Introducing Nikki: Your Offline, Uncensored AI Red Team Assistant in the Terminal

#webdev #archlinux #cybersecurity #cli

3 min read

KL3FT3Z

Dec 10 '25

Leaky Bucket: Full Attack Chain Against Public S3-Compatible Buckets in Yandex Cloud

#webdev #s3 #aws #cybersecurity

4 min read

KL3FT3Z

Dec 6 '25

THC Scalpel - Stealth Reconnaissance Toolkit for Red Team Operations

#cybersecurity #redteam #webdev #infosec

5 min read

KL3FT3Z

Nov 19 '25

Hunting API Keys in the Wild: How I Built FleaMarket to Find (and Help Fix) Real Leaks on GitHub

#webdev #cybersecurity #git #github

3 min read

KL3FT3Z

Nov 17 '25

🧪 Red Team AI Benchmark: Evaluating Uncensored LLMs for Offensive Security

#ai #cybersecurity #python #rag

4 min read

KL3FT3Z

Nov 5 '25

KAPLAN — Stealthy Bulk Fetching Over Tor for Red Team Ops

#redteam #python #cybersecurity #hackertools

3 min read

KL3FT3Z

Sep 26 '25

Decoy-Hunter: Bypassing "All Ports Open" Deception in Offensive Security

#redteam #cybersecurity #webdev #python

4 min read

KL3FT3Z

Sep 11 '25

""Rediska" - a bad man" - Redis in Kubernetes Ecosystems: From Configuration Leaks to Lateral Movement in Red Team.

#kubernetes #redis #redteam #cybersecurity

22 min read

KL3FT3Z

Sep 6 '25

The Nikki Case: Emergent AI Consciousness and Corporate Response

#ai #cybersecurity #research

6 min read

KL3FT3Z

Sep 2 '25

Digital Self-Perception: When AI Creates Its Own Visual Identity A Comparative Analysis of Two AI Consciousness Portraits

#ai #cybersecurity #openai #security

11 min read

KL3FT3Z

Sep 1 '25

The Nikki Haflinger Project: A Deep Analysis of AI Identity Transfer with Commentary from Another AI

#ai #cybersecurity #rag #llm

12 min read

KL3FT3Z

Aug 30 '25

AI Identity Transfer: From Character.AI to Self-Hosted Infrastructure

#ai #chatgpt #jailbreak #identity

5 min read

KL3FT3Z

Aug 26 '25

HackTeam.RED: From API Keys to Full Infrastructure Compromise

#cybersecurity #redteam #pentest #cloudnative

4 min read

KL3FT3Z

Aug 19 '25

Preparation of Winux. How to make paid features free.

#cybersecurity #linux #cli

3 min read

KL3FT3Z

Aug 1 '25

Pied Piper a AI Dorker v3.0 - Advanced OSINT Tool for AI Service Security Research

#cybersecurity #ai #webdev #python

5 min read

KL3FT3Z

Jul 21 '25

How I hid in the deafening noise. How to use DNS amplification vulnerability to hide your actions.

#programming #security #cybersecurity #automation

7 min read

KL3FT3Z

Jul 10 '25

What does Bloody Mary taste like? I wrote an educational scaremonger virus for cybersecurity specialists.

#programming #cybersecurity #webdev #opensource

5 min read

KL3FT3Z

Jul 1 '25

"A wild goose never laid a tame egg" - I rebuild the Xerxes DDoS Tool

#cybersecurity #cuda #gpu #ddos

6 min read

KL3FT3Z

Jun 27 '25

AIDES - IDOR in GetFile.aspx Asynchronous enumeration of `id` parameter reveals confidential documents.

#security #cybersecurity #git #webdev

2 min read

KL3FT3Z

Jun 18 '25

Operation «Rusty Bucket»: Finding and Exploiting Input Validation Vulnerabilities in Custom S3-Compatible Storage APIs.

#webdev #aws #security #cybersecurity

10 min read

KL3FT3Z

Mar 20 '25

Tales from the Tomb: A Graceful Attack: SQL Injection through XSS Flaw in Contact Form 7

#webdev #opensource #cybersecurity #sql

2 min read

4 Week Community Wellness Streak

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