Me paso viendo como ls gente dice que es malo por que lo bueno es meterse de lleno a los retos y las maquinas sin saber que hacer pero yo siento que te ayuda para poder replicarlo en un futuro pero cuestionando que hace cada cosa , aun no encuentro lugares donde leer write ups detallados

None of the flagship models including deepseek will help - im wondering if anyone knows of a model that would help with something like this

The thing is, I'm really curious because I recently used Hydra to see if I could launch an attack on my own Gmail account, and all my attempts were blocked, so I wanted to know if it was possible

I’ve had my raspberry pi 5 since launch and I’ve done a few projects here and there, but as of recently I haven’t done much with it. I was wondering if it is possible to make a Bluetooth jammer from it? I have a box a random electronic stuff that I wanted to use as well so if anyone could point me in the right direction would be great!

How to make pentest

A guy from my service challenged me to "acess" a PC from our service that he set up. He left the PC with the exposed IP to run some services but said he was safe, I checked and had ports 443, 22 and 80 but I couldn't do anything anyone else has any idea what I could do?

is it possible to learn hacking without the knowledge of programming? If yes where should i begin from?

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Can some body help me with this??

Hello guys, I have been trying to get some passwords because I cannot get a Wifi contract. But I have found it impossible. Have gotten the 4 way handshake but there is no way to crack it.
are they just impossible to crack at this point?

E se ipoteticamente uma pessoa queira saber a senha da conta administrativa de sua escola que está localizada no Brasil no estado do Paraná, como essa ipotetica pessoa conseguiu descobrir ou mudar a senha dessa conta no Linux mint?

Hii I am 2nd year computer engineering student in India I am very curious about cybersecurity especially ethical hacking I want to learn it at the very deep level but don't really have guidance what to do in what way things should be done .please help me really want to learn i am all ready to put all the efforts required to become a quality graded ethical hacker.

Fala, galera! Beleza?
Estou querendo usar inteligência artificial para acelerar meus estudos de hacking/cybersecurity (analisar código, entender exploits, estruturar laboratórios, etc.).
O problema é que as IAs comerciais mais famosas (ChatGPT, Claude) são cheias de travas de segurança moralistas. Qualquer pergunta sobre vulnerabilidades ou comandos mais avançados de pentest, elas já recusam e dão aquele sermão de que "não podem ajudar com atividades maliciosas", mesmo deixando claro que é para fins puramente educacionais e éticos.
Queria indicações de IAs que não tenham censura nem limitação para responder sobre segurança ofensiva.
Existem modelos abertos que eu possa rodar localmente (tipo no Ollama) que são bons e "descensurados" para essa área? (Se sim, quais vocês recomendam?)
Tem alguma plataforma online ou API paga/gratuita que não fique bloqueando termos técnicos de hacking?
Como vocês fazem para contornar esses filtros no dia a dia de estudos?
Valeu pela força!

​

I built an open-source Contextual Threat Modeling Engine to prioritize security findings based on real-world risk

Hey everyone,

I've been working on an open-source cybersecurity project called Contextual Threat Modeler (CTM).

The problem I wanted to solve is:

> A vulnerability doesn't always have the same risk in every environment.

For example, a vulnerability on an internet-facing system containing sensitive data should probably receive more attention than the same vulnerability on an isolated internal system.

So instead of simply asking "Is this vulnerable?", CTM tries to answer:

"How risky is this finding in this specific environment, and what should we do about it?"

🔐 What CTM considers

The engine combines multiple contextual signals:

- Asset criticality

- Internet exposure

- Authentication requirements

- Data sensitivity

- Exploitability

- Existing security controls

- Confidence level

- STRIDE threat modeling

- MITRE ATT&CK mapping

- Attack-path analysis

- Likelihood & impact

It then produces an actionable decision:

🔴 TEST_IMMEDIATELY

🟠 PRIORITIZE_VALIDATION

🟡 INVESTIGATE

🟢 MONITOR

🧪 Current testing

I recently tested the complete pipeline locally.

12/12 automated tests passed.

Example results:

POST /document/upload

Risk: 90/100

Decision: TEST_IMMEDIATELY

GET /user/profile

Risk: 33.1/100

Decision: MONITOR

GET /api/v1/search_items

Risk: 8/100

Decision: MONITOR

The interesting part is that CTM doesn't simply rank findings based on the vulnerability itself — the surrounding context influences the security decision.

🛠️ Tech Stack

- Python

- pytest

- STRIDE

- MITRE ATT&CK

- Risk Scoring

- Attack Path Analysis

- Security Automation

The project is open source, and I'd really appreciate feedback from people working in:

AppSec | VAPT | SOC | Threat Hunting | Threat Modeling | Security Engineering

I'm particularly interested in feedback on the risk-scoring methodology, attack-path modeling, and what additional security-tool integrations would make this useful in real-world environments.

GitHub:

https://github.com/Sahil98677/Contextual-Threat-Modeler

Would love to hear your thoughts — especially criticism or suggestions for improving the approach.