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  1. Home
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  3. WiFiPenTester: Advancing Wireless Ethical Hacking with Gover
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WiFiPenTester: Advancing Wireless Ethical Hacking with Governed GenAI

Fresh1d ago
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Viability
0.0/10

Compared to this week’s papers

Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 0

Proof: pending

Distribution: unknown

Source paper: WiFiPenTester: Advancing Wireless Ethical Hacking with Governed GenAI

PDF: https://arxiv.org/pdf/2601.23092v1

First buyer signal: unknown

Distribution channel: unknown

Starting…

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

Claim extraction is still pending for this paper. Check back after the next analysis run.

Founder DNA

Haitham S. Al-Sinani
Diwan of Royal Court, Muscat, Oman; German University of Technology in Oman
Papers 1
Founder signal: 50/100
Research
Chris J. Mitchell
Royal Holloway, University of London, Egham, UK
Papers 1
Founder signal: 50/100
Research

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Recommended Stack

PyTorchML Framework
FastAPIBackend
TensorFlowML Framework
JAXML Framework
KerasML Framework

Startup Essentials

Render

Deploy Backend

Railway

Full-Stack Deploy

Supabase

Backend & Auth

Vercel

Deploy Frontend

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ML Model Hub

Banana.dev

GPU Inference

Antigravity

AI Agent IDE

MVP Investment

$10K - $14K
6-10 weeks
Engineering
$8,000
GPU Compute
$800
SaaS Stack
$800
Domain & Legal
$500

6mo ROI

0.5-1x

3yr ROI

6-15x

GPU-heavy products have higher costs but premium pricing. Expect break-even by 12mo, then 40%+ margins at scale.

Talent Scout

H

Haitham S. Al-Sinani

Diwan of Royal Court, Muscat, Oman; German University of Technology in Oman

C

Chris J. Mitchell

Royal Holloway, University of London, Egham, UK

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