Se connecterThe night before the grad school recommendation list drops, a video of me sneaking into the archives to alter evaluation scores goes viral across campus. The security footage clearly shows my face, and the access log records my student ID. Overnight, the entire university brands me a cheater. Cruel taunts and insults rain down from every corner. No matter how hard I try to explain, nobody buys a word of it. In the end, I'm expelled, and my parents are forced to apologize in public. The empty slot naturally goes to my best friend, Jessica Morin. My childhood friend, Ethan Jackson, is the only one who stands by me through the storm, even offering to marry me. I see him as my sole lifeline in the abyss. The night before our wedding, I overhear Jessica laughing in his arms. "You tampered with the access log, faked the video, and now you're marrying her. Was all that trouble really worth it, just for me?" Ethan kisses her. "Keeping her right under my nose is the only way I can relax." Outside the door, I freeze, feeling my blood run cold. The frame-up that destroyed my future and humiliated my parents was their grand design all along. When I open my eyes again, I am back to the night before the video is released. This time, I don't stop Jessica from stealing my student ID, nor do I expose Ethan for tampering with the access log. I simply swap a photo inside their face model dataset. At the disciplinary hearing, the video plays right on cue. I watch the university president sneaking into the archives on screen and burst into a smile. Let's see who they try to expel this time.
Voir plusThree years later, I stood on the stage of the National Artificial Intelligence Security Forum.The large screen displayed our team's latest deepfake detection system. It could trace video generation pathways, identify source materials, and pinpoint anomalous modification logs within seconds.When the presentation ended, thunderous applause echoed through the hall.Someone asked me why I chose this research direction.I answered, "Because technology should never be used against innocent people. What truly needs to be restricted is never the victim's right to prove their innocence but the perpetrator's ability to forge evidence."After the forum, I received invitations from research institutes abroad. Several domestic enterprises also reached out to offer partnerships.I was in no rush to decide.My parents had already relocated to the city where I worked.Dad spent his time teaching chess in the community, while Mom filled our balcony with flowers.On weekends, I would take th
The university restored all my honors along with my graduate recommendation status.Frankie apologized to my parents in person. He offered compensation and even promised to grant me the highest-level scholarship available.I didn't accept it right away. "All I want is a fair investigation and the protection of all students' personal data."Because of this, the lab project underwent a complete audit.The risk report I had submitted ultimately became the foundation for the university to upgrade its facial recognition data management system.My advisor came to find me. "Do you still want to work on facial recognition?"I looked at the two video clips stored on my laptop.One had my face.The other had Frankie's face.They had almost ruined my life once."Yes. But I don't want to research how to make fake faces look more real. I want to expose what's fake."Six months later, I joined a new research team.The video forensics and trace system we developed took first place in the
The disciplinary hearing didn't continue.When my parents and I walked out of the auditorium, a crowd was waiting outside.A few students who had been the first to curse at me on the forum kept their heads down, not daring to meet my eyes.Olivia hurried after us. "Demi, the faculty were just misled by the evidence."I stopped in my tracks. "And?"Her expression turned awkward. "The university will issue a public clarification for you. Please don't let personal emotions carry over into the subsequent investigations.""When you tried to stop me from calling the police yesterday, were you misled too?"Olivia was left speechless.I refused any form of private settlement. That very evening, I had a lawyer submit a formal legal notice to the university.I demanded the disciplinary notice be publicly revoked, my reputation be fully restored, and the university be held accountable for the leak of student data and procedural violations.The next day, the university released an offici
Ethan's tone was far too calm. It was as if he were certain he still held something over me.He turned to the police. "Demi swapped out the lab data without authorization, causing Professor Harper's face to be used in a forged video. She compromised the project just as much."Alfie chimed in immediately, "We can't just hold one side accountable here."I tapped my phone and cast an email onto the big screen.The email had been sent three days ago. The recipients were the lab director and the university's information center."The shared dataset library poses a risk of unauthorized access. Personal images may be used for unauthorized video generation. Requesting immediate suspension of sync permissions."Below it sat the automated system response. "Received. Will process as soon as possible."I turned to Alfie. "The moment I noticed my photos being organized, I filed a risk report right away. The university failed to revoke those sync permissions, so I could only use public intervi






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