bug-bounty522
xss295
rce166
google156
exploit116
microsoft115
bragging-post111
malware106
facebook105
account-takeover105
cve95
open-source91
csrf81
privilege-escalation79
authentication-bypass71
access-control65
phishing63
ai-agents63
apple56
stored-xss51
ssrf50
writeup49
sql-injection48
browser48
web-security47
reflected-xss47
reverse-engineering46
tool46
smart-contract46
ethereum45
defi45
dos45
web343
input-validation43
privacy42
supply-chain42
information-disclosure39
cloudflare39
web-application38
cross-site-scripting37
llm37
opinion35
api-security35
lfi34
burp-suite34
automation34
idor33
machine-learning33
pentest33
vulnerability-disclosure33
0
7/10
Academic research demonstrating that generative AI tools can democratize robot exploitation, discovering 38 vulnerabilities across three consumer robot platforms (Hookii lawnmower, Hypershell exoskeleton, HOBOT S7 Pro window cleaner) without specialized ROS expertise. The paper argues that AI-powered offensive capabilities now outpace defensive measures in consumer robotics.
robot-security
iot-security
generative-ai
autonomous-systems
firmware-exploitation
ble-exploitation
ota-firmware
credential-exposure
motor-control-vulnerabilities
fleet-vulnerabilities
ros
ros-2
unauthenticated-command-injection
ai-powered-attacks
defensive-ai
Víctor Mayoral-Vilches
Unai Ayucar-Carbajo
Olivier Laflamme
Ruikai Peng
María Sanz-Gómez
Francesco Balassone
Lucas Apa
Endika Gil-Uriarte
Hookii
Hypershell
HOBOT S7 Pro
CAI
ROS
ROS 2
arXiv:2603.08665