AI vs. Deepfakes: Battling Synthetic Media in 2024

Image Credit: Protocol Feb 19, 2024 By: Bhumi Shrivastava

Detection Tools

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Behavioral Analysis

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Blockchain Security

[{"selector":"#anim-44a07961-8483-4cbb-aea7-c2e25c49d614","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f22dbb5b-a435-460f-ba90-96768d621ad0","keyframes":{"transform":["translate3d(0px, 80.98212%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3e9f7420-cf37-4e50-ba84-f36283479df4","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7165893a-5cca-4d17-90ff-cf1448e794d6","keyframes":{"transform":["translate3d(0px, 177.77774%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d98fecd7-942c-4345-8e74-9aaef154a2fa","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0e7fd9af-7550-4714-85ed-b84b002abb77","keyframes":{"transform":["translate3d(0px, 627.94556%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f5617249-e0f5-4658-a5b0-bca2f7a4eaa1","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d1ac416f-ad61-4828-88f8-00c35cc49edf","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Leveraging the decentralized nature of blockchain technology, companies create immutable records of media content, ensuring its integrity and authenticity throughout its lifecycle. Image Credit: Blockedge

Forensic Investigation

[{"selector":"#anim-9bce1aa1-7f4a-4a28-b4b0-9e0ac723b741","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a98fc77a-5ccd-4336-bc31-99570f3d532a","keyframes":{"transform":["translate3d(0px, 79.92973%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-098bb6f1-29b9-41bf-bfab-dc498d1a57f4","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-828c1f45-76a7-48a4-8227-9580769d6166","keyframes":{"transform":["translate3d(0px, 194.02788%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cf0bcbef-d67f-4145-abdc-1e28cd4d4072","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-fcec6910-b345-4f5b-8ca3-c3feb3ad9a99","keyframes":{"transform":["translate3d(0px, 591.58210%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-42bec174-c487-4f0e-8386-2867c4debbf4","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-77b7ace0-296d-4441-86a4-ada615ac58e2","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] AI-powered forensic tools delve deep into the digital trail left by deepfake creators, uncovering hidden metadata and fin gerprints to track down the source of manipulated media. Image Credit: ABMCrypto

Collaboration

[{"selector":"#anim-34061771-b2b7-4201-90f2-a99745065907","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-78404017-40ae-4e40-9856-ee8eb4ebc257","keyframes":{"transform":["translate3d(0px, 80.08715%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5b2d44b8-cd53-4377-8c20-fd865a6f1b41","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8931d553-4be2-4548-b3ca-dcbe3901b179","keyframes":{"transform":["translate3d(0px, 204.02782%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6b6a2fce-8132-4f7a-aa6d-961b80640130","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f07aa191-db1d-43d0-854a-04adb603bd50","keyframes":{"transform":["translate3d(0px, 600.67287%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-660457e2-d5a0-46f5-8746-4d5eb0ecb6c6","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-62688125-3d47-4f3b-9294-cbe67f2b6f10","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Strategic collaborations with leading research institutions enable AI companies to tap into a vast pool of expertise and stay at the forefront of innovation in combating deepfake threats. Image Credit: Business Today

Public Awareness

[{"selector":"#anim-5c7bd626-3f0c-4e2c-a687-20ca56aeac1b","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ad26401d-be5a-41d9-aa8f-6d885dfa83f7","keyframes":{"transform":["translate3d(0px, 80.91061%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-46d5fbea-8ec5-4cdd-90a1-67d543450c4d","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c3d3affa-0834-4f99-8203-4b17b699c399","keyframes":{"transform":["translate3d(0px, 173.69610%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6655fb40-a982-4187-bca6-d3fc2eb02ebe","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2da78827-8a51-463e-9b1d-2156477cfe85","keyframes":{"transform":["translate3d(0px, 630.97601%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-22a12364-5042-478d-86d1-f746c01e8d87","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ae9e4cb1-becc-46de-bae8-064ce5f4d393","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Through targeted educational campaigns and interactive workshops, AI companies empower users to critically evaluate digital content and arm themselves against the dangers of deepfake misinformation. Image Credit: CIO

Policy Advocacy

[{"selector":"#anim-da63368e-68c2-47b8-a292-cb1ab6765f1d","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-79a75f78-8c85-42c3-9928-4ac167e0f47e","keyframes":{"transform":["translate3d(0px, 79.92973%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-55d7e3b5-b3d8-4b61-a406-7021cf7f4e4f","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-77ed8f88-89ef-45fc-8c09-9ba18324b984","keyframes":{"transform":["translate3d(0px, 166.55322%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-736efe1b-8201-4e4c-993c-014edf614209","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-eb0abc6d-ed4f-4e75-8bb8-17ea43f75520","keyframes":{"transform":["translate3d(0px, 594.61236%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-64a17abc-83cd-44fd-a433-e604382df400","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1b0a84c6-433c-4ae6-93c4-dc0f2fef2049","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] AI firms actively engage with policymakers and industry stakeholders to shape robust regulatory frameworks that balance innovation with ac countability, ensuring a responsible AI ecosystem. Image Credit: BGR

Continuous Improvement

[{"selector":"#anim-7f1c77b5-39fa-4e99-8892-fc4bb8eef302","keyframes":{"opacity":[0,1]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-57c1bc36-9795-4005-975b-b15ccbad7a83","keyframes":{"transform":["translate3d(0px, 80.31869%, 0)","translate3d(0px, 0px, 0)"]},"delay":1,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-001d5c15-3781-4f44-ac93-f5454cc0afbb","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-11f3a3da-d62f-4064-857d-176422cb0ff7","keyframes":{"transform":["translate3d(0px, 170.63486%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-039d8c5d-ad24-44c6-b83a-fe944fecca7f","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-92d73f46-98d0-462a-b747-cf3f51b72001","keyframes":{"transform":["translate3d(0px, 638.19494%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-57a68621-8696-492f-af6c-f08162b7c449","keyframes":{"opacity":[0,1]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8a783f22-7610-4e3f-b73f-27d9863d5903","keyframes":{"transform":["translate3d(0px, 620.20068%, 0)","translate3d(0px, 0px, 0)"]},"delay":2,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] By investing in ongoing research, development, and refinement of AI algorithms, companies stay agile in their fight against evolving de epfake techniques, staying one step ahead of malicious actors. Image Credit: Binance Academy

[{"selector":"#anim-350ff4e3-af7b-4688-a5e2-4aa43593d071","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-ea91edbf-c2f5-431a-9d2c-91c95fd69083","keyframes":{"transform":["scale(0.3333333333333333)","scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] Next: Shiba Inu (SHIB) Price Forecast: February 2024 See More