2024
Jackpotting the Snack Aisle: Exploiting Next-Gen Vending Machines
Security analysis of networked vending machines running embedded Linux and Windows IoT — from unauthenticated cashless payment APIs to remote code execution via unpatched telemetry agents. Demonstrated full compromise of MDB (Multi-Drop Bus) payment interfaces, manipulation of product pricing logic, and persistent implants surviving reboot cycles. Findings cover 5+ major vending platforms and responsible disclosure outcomes with vendors.
IoT / Exploit
2024
LLM Guardrail Bypass: Systematic Adversarial Analysis
Discovered 25+ LLM vulnerabilities with 80% guardrail bypass rate across major AI platforms. Includes adversarial prompting methodology, model behaviour taxonomy, and responsible disclosure timeline.
AI Security
2024
12 Critical CVEs in Smart Home MQTT Implementations
MQTT fuzzing campaign against 100+ IoT device types identifying 12 critical vulnerabilities in smart home infrastructure. Full disclosure with vendor coordination, exploitation PoCs, and remediation guidance.
Advisory
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