exam-integrity

ExamIntellect is an AI-powered proctoring dashboard for live exam monitoring, student analytics, and automated feedback. Features include real-time alerts, session tracking, performance reports, feedback emails, and downloadable charts for easy evaluation.

Passive detection of hidden phones, earpieces and smartwatches in exam halls. Raspberry Pi Pico 2 W + nRF24L01, MQTT, scikit-learn.

Exam integrity built on controls that actually hold — an air-gapped exam network, a captive-portal roster, and a hash-chained record. No student device is ever inspected.

Top Remote Proctoring (Opensource) 🌟 Star if you like it! 🌟

Privacy-aware exam proctoring that runs on the student's own machine. Blurs faces before anything is saved, flags looking away, extra people, absence, and phones or books using clear rules, and gives every flag a plain-English explanation for a human invigilator to review.

HumanFirst Control: ethical AI usage control for education with enforcement without surveillance.

Hardened anti-cheat plugin for Safe Exam Browser + Moodle — server-side attestation, launch-token binding, live heartbeat. Reference implementation (GPLv3).

C program for suspicious seat/answer-pattern and MCQ grading, SEAS (Smart Examination Anti-Cheat System)

Decentralised integrity blueprint for national entrance exams — sealed question submission, verifiable random paper generation, threshold unlock, commit-reveal evaluation. Born from the NEET 2026 leak. RFC v0.1

SetuExam — a blockchain-native, cryptographically verifiable exam pipeline for India. Open letter + research + prototype spec, in response to the NEET-UG 2026 paper leak.

ParikshaSuraksha — AI-Powered Exam Integrity Engine. O(1) unique paper generation, statistical collusion detection (FPR <0.0001), zero-knowledge crypto lifecycle, 10-layer anti-cheat proctoring, LAN lockdown kiosk mode. Gemini AI question generation. One-click deploy. Built for India's 300M exam aspirants.

Proctorio — independent third-party profile of a public API surface, by API Evangelist. Proctorio is a remote proctoring and learning-integrity platform that secures online exams with automated recording (video, audio, screen, web traffic), identity verification, lockdown-browser behavior controls, and post-exam suspicion scoring with behavioral fl

Respondus — independent third-party profile of a public API surface, by API Evangelist. Respondus builds assessment-integrity tools for online exams - most notably LockDown Browser, a custom browser that locks down the testing environment, and Respondus Monitor, an automated webcam-based online proctoring service that adds AI-assisted review on top

Top Online Proctoring 🌟 Star if you like it! 🌟

Examity — independent third-party profile of a public API surface, by API Evangelist. Examity is an online exam proctoring and test integrity platform used by universities, certification bodies, and enterprises to authenticate test-takers and monitor online assessments.