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Sources

adversarial security and jailbreaking tools

Recent window: last 5.2 months (2026-04-25 → 2026-09-29), compared with the prior 5.2 months.

security · 62 members · Data as of 2026-10-02

These products offer attack simulation, prompt injection defenses, exploit utilities, and benchmark datasets for cybersecurity professionals and AI safety researchers. Red teams and engineers use them to probe defenses, stress-test language models, and uncover system vulnerabilities. The cluster is characterized by its focus on offensive security and adversarial testing rather than routine enterprise IT compliance.

Metrics

Stage
heating
Recent count
47
Prior count
9
Total count
62
Momentum
300.00
Attention
0.28
Crowding
0.16
Concentration
0.84
Opportunity
0.57

Opportunity components

Attention
0.28
Low crowding
0.84
Momentum (normalized)
1.00
Low concentration
0.16

Monthly trajectory

Source split

github
40 (0.85)
hn
3 (0.06)
ph
4 (0.09)
yc
0 (0.00)

Dominant source: github · Divergence: 0.85

Similar themes

Members

Name Source Upvotes ▼ Launched
genpark-pii-anonymizer-credential-scrubber-skill GITHUB 7 2026-09-29
Prompt-injection firewall for OpenClaw agents HN 6 2026-02-02
Semantic Overlays HN 6 2026-09-01
Deft-Intruder HN 6 2025-11-25
Jailbreak this model to get 3B tokens HN 6 2026-06-10
axil HN 5 2026-03-30
Bloodhound HN 5 2025-12-09
Reverse Jailbreaking a Psychopathic AI via Identity Injection HN 5 2025-11-22
GeneSign PH 2 2026-09-19
GUARDIAN PH 1 2026-09-24
iDefender PH 1 2026-09-17
BaitOPS PH 1 2026-09-16