Findings Review (AquilaX AI)
How AquilaX is capable to predict if any finding is False Positive or True Positive
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How AquilaX is capable to predict if any finding is False Positive or True Positive
Last updated
Was this helpful?
Alright, buckle up! Let’s dive into the magical (okay, slightly technical) world of AquilaX, where we make software security look easy—but don’t worry, we know it’s anything but.
We get it. Security vulnerabilities are complex, and nobody wants false alarms. False positives (a.k.a., the software crying “Wolf!” when there’s none) are annoying. True positives, on the other hand, mean there's something real to fix. AquilaX is here to help you tell the difference, without breaking a sweat.
Now, fair warning: It’s a bit like explaining how a magic trick works—it’s fascinating but technical. So let’s break it down into the steps AquilaX follows to keep things secure and smart.
First Up, We Scan That Code We scan the code, top to bottom, using a bunch of tools—think of it like a mini battalion of scanners with unique specialties (some homegrown, some open source).
Identify & Label Each vulnerability goes into our system as “Unverified.” We’re cautious about labeling, so no rush decisions here!
The Human Touch Next, a developer or security expert jumps in. They review the finding to determine if it’s a True Positive or a False Positive. For our Ultimate Plan users, AquilaX's team even pitches in to handle this part.
Learning Time We take this info and feed it back into our system. The machine learns, adjusts, and starts getting smarter about recognizing patterns. It’s like teaching a puppy which toys to chew on, only the puppy is a highly complex AI model.
Some (Secret) Magic Happens Now, we’d love to tell you every last detail, but some things are top-secret. Let’s just say our AI gets pretty darn smart. It starts spotting the difference between real and false vulnerabilities faster and more accurately.
The AI Is Now on Autopilot With all that training, the next time a potential vulnerability pops up, our AI can confidently say if it’s a False Positive, True Positive, or if it needs a second look.
And that’s the scoop! AquilaX turns the chaos of security scanning into a smooth and dependable process, so you can focus on creating amazing software without getting bogged down by every “maybe” vulnerability.
For more on how it works in action, head to and see the magic for yourself.
