bug-bounty529
xss325
google236
rce213
exploit200
microsoft192
facebook177
malware148
cve141
account-takeover126
bragging-post117
privilege-escalation109
apple104
csrf96
phishing80
authentication-bypass80
writeup79
stored-xss75
open-source75
browser73
reflected-xss63
access-control61
web-security61
ai-agents60
dos59
ssrf58
supply-chain56
reverse-engineering53
input-validation52
lfi51
cross-site-scripting49
ctf49
defi48
smart-contract48
sql-injection47
cloud45
pentest45
ethereum45
cloudflare44
oauth43
race-condition42
information-disclosure41
api-security40
aws40
web338
auth-bypass38
burp-suite37
react37
web-application37
privacy37
0
2/10
Roundtable deprecated their typing-pattern-based survey fraud detector (Alias) and open-sourced it to launch Proof of Human, a passive behavioral bot/AI detection system that analyzes keystroke, mouse, scroll, and click patterns across any webpage, achieving 87% bot detection vs. 69% for reCAPTCHA v3.
bot-detection
ai-detection
fraud-detection
behavioral-analysis
typing-patterns
mouse-movement
proof-of-personhood
survey-fraud
product-strategy
open-source
Roundtable
Alias
Proof of Human
reCAPTCHA v3
Cloudflare Turnstile
Princeton
Science
PNAS
Nature Human Behaviour
GitHub
Apache 2.0
Hacker News
0
1/10
A brief discussion on how adding internationalization (i18n) to SaaS products has become easier with AI coding tools, and how proper language routing, SEO tags, and multilingual support can serve as an unexpected distribution channel to reach untargeted markets.
internationalization
saas-development
localization
seo
product-strategy
language-routing
hreflang
machine-translation
market-expansion
LeanVibe