The internet has made it easier for people to access and share content. However, this has also led to concerns about the type of content being shared, especially when it involves sensitive or explicit material.
Data were anonymised, stored on encrypted drives, and analysed using and Python 3.12 (scikit‑learn, pandas). Ethical clearance was obtained from the Institutional Review Board (IRB‑2025‑07). vidio+bokeb+india+verified
| Component | Description | Rationale | |-----------|-------------|-----------| | | Systematic analysis of the IT Rules 2023, the Ministry of Electronics & Information Technology (MeitY) guidelines, and platform‑specific Terms of Service (ToS). | Establishes the regulatory baseline. | | Technical Audit | Reverse‑engineered API calls, packet captures, and sandbox testing of Vidio and Bokeb upload pipelines (Jan–Mar 2025). | Reveals actual verification mechanisms beyond public statements. | | Stakeholder Interviews | 28 semi‑structured interviews: 10 platform engineers, 8 content creators, 5 legal experts, and 5 policy‑makers. | Provides qualitative insights on perceived effectiveness and pain points. | | Quantitative Metrics | Measured: (a) KYC completion rate , (b) False‑positive/negative rates of AI content filters, (c) Average upload latency , (d) User‑retention after verification . Data collected from platform dashboards (with consent) covering 1 M uploads per platform. | Enables objective performance comparison. | The internet has made it easier for people