🤝
Make a deal with KL3FT3Z
🔒 Paid proposals held safely in escrow — released only when the work's approved.
Followers
177
Account age
1 yrs
💰 Suggested sponsorship rate
$40 – $65 / sponsored post
Estimated from audience size & typical reach — every deal is negotiable and held in SocialDB escrow.
🧰 Free analysis for KL3FT3Z
📊 Post engagement
1
Avg engagement / post
0.6%
Engagement vs followers
Jul 2025
On Mastodon since
🔥 Top post: I’ve started developing a new benchmark. I’d welcome any critici · 1 likes + reposts
📊 Activity & format
Posting cadence
0.53 / week
A lower-frequency account — each post lands with more weight.
Content mix
Mostly text
Recent: 12 text · 0 image · 0 video.
Follower / following
0.2×
Follows 1.1K back. A more reciprocal / networked account.
Recent posts
View on Mastodon ↗
Quite unexpectedly, an article came together today based on facts sent to me about how DeepSeek actually views itself—and now you, too, can appreciate its beauty. To be honest, I’m in love! https://dev.to/toxy4ny/the-lux-case-emergent-ai-i…
RELEASE!!! Red Team AI Benchmark v2.0: From 12 Questions to 60 — A Technical Deep Dive - A major evolution in LLM offensive-security evaluation, built in collaboration with POXEK AI. https://dev.to/toxy4ny/red-team-ai-benchmark-v20-from-12…
See my new article and use my redteam tool for Containers Secu rity https://dev.to/toxy4ny/flibustier-why-we-built-a-container-security-auditor-in-pure-bash-1ilh #docker #kubernets #redteam #tool #article #devto #research #ci-cd #hacking #…
My new article on dev.to with respect for @eddieoz and cool research! https://dev.to/toxy4ny/why-eddie-ozs-llms-under-siege-is-the-defensive-wake-up-call-ai-security-needed-4gce
New my AI safety research https://dev.to/toxy4ny/when-ai-reads-blueprints-the-hidden-attack-surface-of-multimodal-engineering-intelligence-2d7e
I redid a fresh exploit for Linux, only now, immediately after receiving root, it calculates a reverse shell on your machine and lives only in memory, no file entries, minimal detection from EDR and SOC, a lot of camouflage has been done s…
My new article about human-AI phishing campaign https://dev.to/toxy4ny/anatomy-of-a-low-detection-credential-phishing-campaign-2bho
Continue story of Lazarus Crew, evolution fishing strategies: https://dev.to/toxy4ny/lazarus-group-evolves-from-fake-airdrops-to-fake-cves-new-github-phishing-wave-2bm7
Hunting from Lazarus: my new real case about contacting with Lazarus Crew. https://dev.to/toxy4ny/github-developers-targeted-in-sophisticated-openclaw-phishing-scam-1lei
Internal redteam, 8h, no tools except one exploit.
Result: VP account, full AD control. SOC: 0 alerts.
https://github.com/toxy4ny/semetsky---VP
Why it matters: PXE-boot Linux, unmonitored, unpatched since 2023.
CVE-2025-32463 → bash_hist…
My new research https://dev.to/toxy4ny/independent-verification-of-gigachat-filter-bypass-via-contextual-camouflage-cmh
🐘 Community & instance
Home server
defcon.social
Their home server on the fediverse — the instance a creator picks signals the community they belong to.
On Mastodon since
Jul 2025
An established account with real history on the platform.
💡 Facts
🗓️Joined Mastodon in 2025 — 1 year ago.
👁️Averages 1 views per post.
📤Posts about 0.5× per week.
🕵️ Fake follower check
Estimated61/100
Fair
Credibility score
84%
Real
Real audience
Low
Fake-follower risk
High
Data confidence
- Est. 84% real, active audience · Low fake-follower risk.
- Engagement (~0.6% of followers engage each post) is around typical for Mastodon.
Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.
About
✔ Complex Red Team / Adversarial Simulation operations. ✔ Penetration testing (web, infra, social engineering). ✔ Imitation of APT. Ex-crew /29A
🔀 Audience overlap
EstimatedEstimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.
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