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Course Curriculum
| Introduction | |||
| (W00) Course Instructions | 00:00:00 | ||
| (W51M00) Instructor Introduction | 00:00:00 | ||
| (W51M00) Prologue | FREE | 00:00:00 | |
| Module 1 | |||
| (W51M00) Module 1 Introduction | 00:00:00 | ||
| Chapter 1 | |||
| (W51M01) Photographs as Legal Evidence: Current Scenario | 00:00:00 | ||
| (W51M02) Admissibility | 00:00:00 | ||
| (W51M03) Standards for Admissibility of Experimental and Scientific Evidence | 00:00:00 | ||
| (W51M04) Summary and references | 00:00:00 | ||
| Chapter 2 | |||
| (W51M05) Digital Image Forensics: Basic Methodology | 00:00:00 | ||
| (W51M06) Digital Image Forensics | 00:00:00 | ||
| (W51M07) Forensic Enhancement of Evidence | 00:00:00 | ||
| (W51M08) Evidence Authentication | 00:00:00 | ||
| (W51M09) Identification and Interpretation | 00:00:00 | ||
| (W51M10) Preparation of Forensic Report and Serving as Expert Witness | 00:00:00 | ||
| (W51M11) Summary and References | 00:00:00 | ||
| Assignments | |||
| (W51Q01) Module 1 Quiz | 00:05:00 | ||
| (W51A01) Module 1 Assignments | UNLIMITED | ||
| Module 2 | |||
| Chapter 1 | |||
| (W51M12) Module 2 Introduction | 00:00:00 | ||
| (W51M13) Principles of Digital Image Authentication | 00:00:00 | ||
| (W51M14) Image Source and Content Authentication: Basic Principle | 00:00:00 | ||
| (W51M15) Image Authentication: The Concept of Identifying Traces | 00:00:00 | ||
| (W51M16) Variants of Digital Image Forensics | 00:00:00 | ||
| (W51M17) Modes of Forensic Authentication | 00:00:00 | ||
| (W51M18) Summary and References | 00:00:00 | ||
| Chapter 2 | |||
| (W51M19) Image Source Identification and Authentication | 00:00:00 | ||
| (W51M20) Source Camera Identification | 00:00:00 | ||
| (W51M21) Classes of Source Camera Identification | 00:00:00 | ||
| (W51M22) Experiment 1: Visual Appearance of Noise Patterns | 00:00:00 | ||
| (W51M23) Experiment 1 - Demonstration (Tutorial 1) | 00:00:00 | ||
| (W51M24) Experiment 2: Verification of the Unique Nature of PRNU Patterns | 00:00:00 | ||
| (W51M25) Experiment 2 - Demonstration (Tutorial 2) | 00:00:00 | ||
| (W51M26) Classes of Source Camera Identification - cont. | 00:00:00 | ||
| (W51M27) Blind Source Camera Identification | 00:00:00 | ||
| (W51M28) Summary and References | 00:00:00 | ||
| (W51M29) MATLAB Codes & Instructions | 00:00:00 | ||
| Chapter 3 | |||
| (W51M30) Basic Image Content Authentication: Active Non-Blind Methods | 00:00:00 | ||
| (W51M31) Overlaid Timestamp Analysis | 00:00:00 | ||
| (W51M32) Digital Signature–Based Authentication | 00:00:00 | ||
| (W51M33) Watermark Analysis–Based Authentication | 00:00:00 | ||
| (W51M34) Exigency of Passive–Blind Methods of Content Authentication | 00:00:00 | ||
| (W51M35) Summary and References | 00:00:00 | ||
| Chapter 4 | |||
| (W51M36) Basic Content Integrity Verification | 00:00:00 | ||
| (W51M37) Hash Value Analysis | 00:00:00 | ||
| (W51M38) Metadata Analysis | 00:00:00 | ||
| (W51M39) Hex Editor Analysis | 00:00:00 | ||
| (W51M40) Summary and References | 00:00:00 | ||
| Module 2 Assignments | |||
| (W51A02) Module 2 Quiz | 00:05:00 | ||
| (W51A02) Module 2 Assignments | UNLIMITED | ||
| Module 3 - June 8th | |||
| (W51M41) Module 3 Introduction | 00:00:00 | ||
| Chapter 1 | |||
| (W51M42) Types of Image Forgeries | 00:00:00 | ||
| Chapter 2 | |||
| (W51M43) Error Level Analysis | 00:00:00 | ||
| (W51M44) Experiment I - ELA for the Detection of Resaved (Re–compressed) Images | 00:00:00 | ||
| (W51M45) Experiment II - ELA for the Detection of Copy-Paste Forgeries | 00:00:00 | ||
| (W51M46) Experiment III - ELA for the Detection of Retouching | 00:00:00 | ||
| (W51M47) Caveats of Error Level Analysis | 00:00:00 | ||
| (W51M48) Passive–Blind Image Forgery Detection Techniques - Recompression Detection, JPEG Quantization | 00:00:00 | ||
| (W51M49) Passive–Blind Image Forgery Detection Techniques - Copy-paste and Resampling | 00:00:00 | ||
| (W51M00) Demonstration I (Tutorial 3) | 00:00:00 | ||
| (W51M00) Demonstration II (Tutorial 4) | 00:00:00 | ||
| (W51M00) Demonstration III (Tutorial 5) | 00:00:00 | ||
| (W51M00) Demonstration IV (Tutorial 6) | 00:00:00 | ||
| (W51M00) Demonstration V (Tutorial 7) | 00:00:00 | ||
| (W51M50) Summary and References | 00:00:00 | ||
| Chapter 3 | |||
| (W51M51) Unrealistic Assumptions and Conjectures | 00:00:00 | ||
| (W51M52) Intrusive Nature of Compression and Noise | 00:00:00 | ||
| (W51M53) Lack of Multifaceted Forensic Tools & Inadequate Experimentation on Realistically Doctored Images | 00:00:00 | ||
| (W51M54) Insufficient Counter Anti–Forensic Strategies | 00:00:00 | ||
| (W51M54) Summary and References | 00:00:00 | ||
| Module 3 Assignments | |||
| (W51Q03) Module 3 Quiz | Unlimited | ||
| (W51A03) Module 3 Assignments | UNLIMITED | ||
| Module 4 | |||
| (W51M55) Module Introduction | 00:00:00 | ||
| Chapter 1 | |||
| (W51M56) Introduction to Deepakes | 00:00:00 | ||
| (W51M57) History of Deepfakes | 00:00:00 | ||
| (W51M58) Deep learning-based fake content creation | 00:00:00 | ||
| (W51M59) Summary and References | 00:00:00 | ||
| Chapter 2 | |||
| (W51M60) Deepfake Detection: Current State of Affairs | 00:00:00 | ||
| (W51M61) Deepfake Detection: Additional Notes | 00:00:00 | ||
| (W51M62) Practical Demo I (Tutorial 8) | 00:00:00 | ||
| (W51M63) Practical Demo II (Tutorial 9) | 00:00:00 | ||
| (W51M64) Summary and References | 00:00:00 | ||
| Module 4 Assignments | |||
| (W51A04) Module 4 Assignments | UNLIMITED | ||
| Course complete! | |||