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Building an AI Security Scanner, in Public Series' Articles

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Cover image for My Scanner Missed 93% of the Bugs — and That Was the Right First Result

Ali Afana

Aug 6

My Scanner Missed 93% of the Bugs — and That Was the Right First Result

#ai #security #programming #llm

11 min read

Cover image for Don't Let the AI Find Your Bugs. Let It Judge Them.

Ali Afana

Aug 13

Don't Let the AI Find Your Bugs. Let It Judge Them.

#ai #security #java #llm

9 min read

Cover image for What Is a Vulnerability, Really? Source, Sink, and Taint

Ali Afana

Aug 20

What Is a Vulnerability, Really? Source, Sink, and Taint

#security #beginners #java #webdev

6 min read

Cover image for I Told the AI "A Scanner Flagged This" — and It Agreed With Everything

Frontier models fall hard for confirmation bias

Ali Afana

Aug 27

I Told the AI "A Scanner Flagged This" — and It Agreed With Everything

#ai #security #llm #promptengineering

10 min read

Cover image for My Comment Section Designed My Next Experiment. Then It Made Me Freeze My Predictions.

Ali Afana

Sep 13

My Comment Section Designed My Next Experiment. Then It Made Me Freeze My Predictions.

#ai #machinelearning #statistics #llm

8 min read

Cover image for The Benchmark That's Half Traps — and Why That's Brilliant

Ali Afana

Sep 24

The Benchmark That's Half Traps — and Why That's Brilliant

#security #testing #benchmarking #java

9 min read