Face Swapping Detection
Advanced identification of face replacement and swapping techniques using deep learning algorithms to detect facial inconsistencies and synthesis artifacts.
Expert deepfake detection and AI-generated content analysis using advanced machine learning techniques and comprehensive video forensics. Professional synthetic media identification with court-admissible results and 24/7 analysis support across Los Angeles, Orange County, and San Diego.
Deepfake video evidence is appearing in California courtrooms, criminal proceedings, civil harassment cases, sextortion prosecutions, and corporate defamation matters with increasing frequency — and courts are struggling to evaluate it without expert forensic analysis. Whether a video purports to show someone committing a crime, engaging in sexual activity they did not consent to, or making statements they never made, the forensic determination of authenticity requires specialized analysis that goes far beyond watching the clip. Xpozzed Digital Forensics provides deepfake video analysis conducted under California BSIS PI License No. 190161, producing court-admissible findings on video authenticity, AI-generation artifacts, and manipulation methodology.
Our licensed PI is a Certified Ethical Hacker (CEH) and CISSP-certified professional who serves as a Computer Forensics Qualified Expert Witness in California state and federal courts. Deepfake analysis conducted under licensed PI authority is more defensible in defamation litigation, criminal proceedings, and harassment matters than analysis performed by an unlicensed vendor — and when a case goes to trial, our licensed PI can testify as a qualified expert witness on every aspect of the forensic examination.
Whether you need deepfake analysis for a criminal prosecution, a civil defamation suit, a non-consensual intimate image matter, or corporate reputation protection, Xpozzed delivers court-ready forensic findings. Schedule a free consultation today.
DARPA’s Media Forensics program established the foundational science behind computational video authentication — the detection of GAN-generated faces, compression artifacts inconsistent with genuine capture, temporal flickering at facial boundaries, and metadata anomalies that distinguish synthetic media from authentic recordings. Deepfake video analysis applies these forensic principles to determine whether a video has been generated or manipulated using AI tools including face-swap models, generative adversarial networks (GANs), diffusion models, and voice synthesis technology.
A thorough deepfake video analysis examines pixel-level inconsistencies at facial boundaries, unnatural blinking and eye movement patterns, lighting and shadow discontinuities between the face and background, audio-video synchronization anomalies, compression artifact fingerprints, metadata provenance, and GAN-specific frequency domain signatures. For videos alleged to be authentic, the same methodology can provide positive authentication — establishing that content has not been manipulated.
Every deepfake video analysis at Xpozzed Digital Forensics follows documented forensic methodology under California BSIS PI License No. 190161, with findings prepared to California and federal court admissibility standards for use in civil litigation, criminal proceedings, and regulatory matters.
Comprehensive identification of synthetic media and AI-generated content manipulation
Advanced identification of face replacement and swapping techniques using deep learning algorithms to detect facial inconsistencies and synthesis artifacts.
Detection of artificially generated facial expressions, emotion synthesis, and micro-expression manipulation using behavioral analysis algorithms.
Identification of AI-generated speech, voice cloning, and audio manipulation combined with video deepfake analysis for comprehensive authenticity verification.
Detection of complete body synthesis, pose manipulation, and full-person generation using advanced computer vision and temporal analysis techniques.
Deep learning model identification to determine specific AI architectures used in content generation and provide technical attribution analysis.
Quantitative authenticity assessment providing probability scores and confidence intervals for synthetic content detection and verification.
Principal & Founder
CEH | CISSP | MSc Candidate — EC-Council University, NM | BSIS PI License No. 190161 | Computer Forensics Qualified Expert Witness
Deepfake video analysis presented in litigation must withstand cross-examination by opposing counsel who will challenge the methodology, the tools used, and the examiner’s qualifications. Joseph Hanna is a Computer Forensics Qualified Expert Witness who has testified in California state and federal courts on digital evidence matters. As a Certified Ethical Hacker (CEH), he understands AI-generation techniques from the attacker’s side — including the specific GAN architectures, diffusion models, and face-swap tools most commonly used to produce synthetic media — giving him the technical authority to explain deepfake findings in terms that courts find credible and actionable.
Every deepfake video analysis engagement is conducted under California BSIS PI License No. 190161 through Rohovot LLC. Joseph is an MSc candidate in Digital Forensics & Cybersecurity at EC-Council University in New Mexico. He personally handles every case — no junior analysts, no outsourcing.
Deepfake video analysis is only useful in litigation if the forensic methodology meets court standards. Every Xpozzed engagement follows documented scientific procedures under California BSIS PI licensed authority — producing findings that California and federal courts accept under Daubert and Frye admissibility standards.
Every deepfake analysis follows a documented, repeatable methodology — covering acquisition, tool validation, analysis steps, and findings documentation. Courts evaluating digital evidence under Daubert require this level of methodological transparency from the examining expert.
Our licensed PI is qualified to testify as an expert witness on deepfake video analysis findings in California courts. Schedule a consultation to discuss how video forensic evidence can support your defamation, harassment, or criminal matter.
Deepfake analysis conducted under California BSIS PI License No. 190161 through Rohovot LLC carries licensed investigative authority — making findings more defensible in defamation suits, non-consensual intimate image cases, criminal prosecutions, and corporate fraud matters.
Xpozzed Digital Forensics provides deepfake video analysis services to attorneys, law enforcement agencies, corporations, and individuals throughout Southern California. Our licensed PI handles video authentication and deepfake detection engagements across Los Angeles County, Orange County, and San Diego County — with remote analysis available for clients and attorneys outside California who need certified forensic examination of suspected synthetic media.
Whether your matter is a defamation case in Los Angeles Superior Court, a federal prosecution in the Central District of California, a non-consensual image matter in Orange County, or a corporate fraud investigation in San Diego, every deepfake video analysis engagement is conducted under California BSIS PI License No. 190161 through Rohovot LLC. All forensic reports meet California and federal court admissibility standards.
Common questions about deepfake video analysis and AI-generated content detection
A clear, court-admissible methodology from first contact to final report.
Reach out by phone, email, or our secure contact form. We respond within minutes — 24/7 for emergencies. All consultations are strictly confidential.
Joseph Hanna personally reviews your case, assesses the evidence, and defines a clear scope of work with transparent pricing. No hidden fees.
Forensic examination using industry-standard tools and chain-of-custody procedures. Every step is documented to meet California and federal evidentiary standards.
You receive a detailed, court-ready forensic report. Joseph Hanna is available to provide expert witness testimony in California state and federal courts.
Real results for real clients across Los Angeles, Orange County, and San Diego.
"I had a stalker sending threats from fake accounts for months. Xpozzed identified the person within days, documented everything, and I had a restraining order within two weeks. Life-changing."
"Their forensics investigator provided exceptional digital forensics analysis for our corporate breach. The expert witness testimony was clear, credible, and decisive in court."
"Our school needed professional cyberbullying documentation for a serious case. Xpozzed provided a court-ready evidence package that held up in the legal proceedings. Highly recommend."
California BSIS Licensed Private Investigation Agency — Expert forensic services led personally by Joseph Hanna, Computer Forensics Qualified Expert Witness.
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Discreet surveillance, infidelity investigations, and asset searches conducted by licensed California PI professionals.
Learn MoreContact our expert deepfake detection team for immediate assistance with your synthetic media analysis needs. Professional AI-powered detection with court-admissible results.
BSIS PI License No. 190161 Computer Forensics Qualified Expert Witness CEH — Certified Ethical Hacker CISSP (In Progress) MSc Candidate — Digital Forensics & Cybersecurity, EC-Council University Court-Admissible Results