AI Praman
> INITIATING FORENSIC PROTOCOLS...
> DETECTING SYNTHETIC MEDIA, FACE SWAPS, AND FORGERIES.
SECURITY CLEARANCE
VERIFY HUMAN ORIGIN
Forensic Analysis Module
> SELECT MEDIA PAYLOAD FOR TRIAGE & NEURAL SCAN
UPLOAD_LOCAL_FILE
Detect Face Swaps & GANs
INITIATE_OPTICS
Live WebRTC Capture
REMOTE_EXTRACTION
MOUNT_VIDEO_FILE
Analyze Temporal Inconsistencies
MAX PAYLOAD: 50MB RECOMMENDED
MOUNT_AUDIO_FILE
Detect Voice Cloning & Splicing via Spectrogram
OCR_CLAIM_ANALYSIS
Extract Text & Cross-Reference Facts
KAWACH SHIELD
Inject invisible adversarial perturbations to disrupt Facial Recognition and Deepfake GANs prior to upload.
SELECT TARGET IMAGE
PNG, JPG, WEBP SUPPORTED
Original Matrix
Shielded Payload
AWAITING ENCRYPTION ALGORITHM...
Global Intel Cross-Ref
> QUERY RAW TEXT AGAINST LIVE DATASTREAMS TO VERIFY FACTUAL ACCURACY.
HASHING BYPASSED
Deep checksums require local file upload. Remote URLs provide limited forensics.
CRITICAL_FAILURE
CRYPTOGRAPHIC INTEGRITY VERIFIED
HASH_ALGO: SHA-256
DIGEST:
SIZE: BYTES
*VALID FOR FIR REGISTRATION U/S 173 BNSS.
SYSTEM LOGS
Global Datafeed
> CYBERSEC THREAT INTELLIGENCE & LEGISLATION.
Knowledge Matrix
Spot the Forgery
Error Level Analysis (ELA)
ELA detects manipulation by resaving an image at a known quality rate and computing the difference between the original and the resaved version. Spliced elements (like a swapped face) will have a markedly different compression error signature than the host background.
Legal Framework (IND)
- IT Act §66E: Privacy violation via digital transmission.
- IT Act §66D: Impersonation via computer resource.
- BNS §356: Defamation provisions for synthetic media.
Praman AI Legal Interface
> CONNECTION ESTABLISHED.
> I am Praman Bot. Query me regarding Indian cyber law or deepfake reporting protocols.
*AI outputs do not constitute legal advice. Consult human counsel.
System Origins
> "PRAMAN" = PROOF. RESTORING TRUST IN DIGITAL ARTIFACTS.
Global Scans Executed
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Pixel Compression Model
ACTIVE
The Architecture
In an era where synthetic media outpaces biological verification, Vishal Gupta engineered a forensic suite to dissect digital DNA using Error Level Analysis (ELA).
Supervised by Dr. Anupama Gawde (R&D Head) and Prof. Sandeep Vishwakarma, AI Praman was compiled from a theoretical model into a robust counter-measure against generative disinformation and advanced Face-Swapping technology.
Vishal Gupta
LEAD_ARCHITECT
CONTINGENT LEADER, R&D CELL, SHANKAR NARAYAN COLLEGE. 2X NATIONAL RESEARCH WINNER. CREATOR OF 'TRAFFICSENS'.