Adaptive, Privacy‑Preserving Continuous Background Verification
2025–2026 (in progress)
Multimodal on‑device trust fusion that protects active sessions against shoulder‑surfing, opportunistic misuse, and simple replay. Runs locally; no raw images leave the device.
- Progressive safeguards: blur → action limits → WebAuthn step‑up
- Signals: presence/match, liveness, short‑window behavior
- Trust score with hysteresis; privacy‑first design
View Case Study
IoT/Cloud Security: ABE + IDS/IPS with Edge Mitigations
2023
Secure IoT framework using attribute‑based encryption and intrusion detection to reduce cloud exposure.
- Peer‑reviewed, published at IEEE ICEARS 2023
- Architecture mitigates common attack paths (lab)
Read Paper
Smart‑Home Security Deployments (Dhyana Architects)
2022–2023
Integrated networked sensors, access control, and remote monitoring with baseline hardening for small‑footprint homes.
- Working deployments; documented configs
Discuss
GSM Relay Module for Agriculture
Remote irrigation/lighting/security via GSM relays (SMS/telephony).
Automatic Staircase Lighting System
Motion‑sensor logic; safer movement and lower energy use.
Smart Drainage System (Hackathon)
Sensor data + alerting for proactive drainage management.