An attacker doesn't always need to hack a system.
Sometimes, impersonating an employee on a help desk call is enough.
I've learnt that password resets are security decisions, not just IT tasks.
Without proper identity verification, the help desk could hand over access.
Two successful logins don't always mean an account is safe.
London at 9:00 AM.
New York at 9:10 AM.
Same account.
I learnt that SOC analysts use Impossible Travel detection to flag this activity.
But VPNs can trigger it too.
The lesson? Investigate before concluding.
William | SOC and Detection Engineering retweeted
Good Morning!
Every sunrise brings a fresh opportunity to grow, a new reason to smile, and another chance to turn your dreams into reality. Start your day with gratitude, move forward with confidence, and let positivity guide your journey.
Wishing you a beautiful, blessed, and successful Tuesday
William | SOC and Detection Engineering retweeted
Yesterday, I had the privilege of presenting our paper, TukaBench (a culturally grounded benchmark for African Languages, at EMNLP 2026 in Budapest, Hungary, and it was such an amazing experience!
It was a great opportunity to share our research, engage in insightful conversations, and connect with brilliant minds working on advancing AI and natural language processing.
A big thank you to everyone who came around, listened to the presentation, asked thoughtful questions, and shared their perspectives. I truly appreciate the interest in our work.
Grateful for the experience, the conversations, and the opportunity to contribute to ongoing discussions on making AI safer and more inclusive across languages and cultures.
If you are interested in collaborating on extending this work or exploring related themes, please feel free to reach out.
Special thanks to my advisor, Prof. David Ifeoluwa Adelani (@davlanade) and co-author Senyu Li and the team at @Microsoft for making this possible.
On to more impactful research!
#EMNLP2026 #TukaBench #AISafety #NLP #AIResearch
5 network indicators every SOC analyst should investigate.
1. Unusual outbound connections
2. Repeated DNS queries
3. Unexpected open ports
4. Large outbound data transfers
5. Connections to suspicious IPs
One indicator isn't proof of an attack.
Correlate before escalating.
William | SOC and Detection Engineering retweeted
Story time
@ireteeh Bet on Potential Over Perfection helped me. Give us a chance.
In the tech world, we often hear about Senior roles and years of experience. But what happens to those of us who are still studying, still learning, and just need someone to believe in us?
I want to take a moment to sincerely thank @WilliamInCyber for giving me a chance to learn under him that changed my trajectory. I applied for a SOC Analyst role within their Cyber Security team. During my interview, I decided to be completely transparent: I told them I was still studying and that I was still learning the ropes.
Instead of rejection, I received something rare, Trust.
They didn’t just hire a finished product; they offered me the job with a clear plan. They gave me a 3-month runway to get myself ready. They saw my honesty not as a weakness, but as a sign of someone willing to put in the work to grow.
Thank you for valuing potential. I am using these three months to study harder than ever, and I am ready to prove that your investment in me was the right one.
To anyone else out there applying: Be honest about where you are. Sometimes, the right company will see your willingness to learn as your greatest asset.
#CyberSecurity #SOCAnalyst #IRETECH #TechJourney
AI can do a lot, but “anything” is where I disagree. It is limited by access, context, tools and verification. In cybersecurity, an answer is not evidence. The analyst must still validate the source, reproduce the result and own the decision.
William | SOC and Detection Engineering retweeted
A wallet can pass the authenticity check and still be fake.
@KeystoneWallet says the attacker also took the WebAuth key it uses to verify devices, so counterfeits could pass it. It will destroy 18,835 devices in inventory.
Received yours after 20 October? It may carry the old key. Get Keystone support to confirm it before you use it, even if it passes. Before 20 October, Keystone says a device that passes is genuine.
And it won't ask for a device back, so any "recall" is a scam.
Do you check a new wallet any way other than the vendor's own tool?
William | SOC and Detection Engineering retweeted
Passkeys can protect you against traditional phishing attacks.
Unlike passwords, passkeys use cryptographic credentials tied to the legitimate website or app, helping prevent them from being used on fake login pages.
The future of authentication is moving beyond passwords.
Being good at cybersecurity isn't enough.
You also need to explain what you know.
Finding suspicious activity is one skill.
Explaining why it matters to someone who isn't technical is another.
I'm learning that both matter in the SOC.
One skill I'm trying to improve alongside my technical skills?
Communication.
I want to be able to investigate an incident and explain my findings without hiding behind technical jargon.
Understanding something is good.
Making someone else understand it is another skill.
William | SOC and Detection Engineering retweeted
LET’S TALK ABOUT MEMORY FORENSICS
Memory forensics can reveal malicious activity that may be difficult to identify on disk. Attackers may inject code into legitimate processes or execute malicious payloads primarily in memory. By examining processes, loaded modules, and executable memory regions, investigators can identify suspicious behaviour. However, an unfamiliar process or unusual memory region does not automatically prove an infection; findings require validation and supporting evidence.
RAM may also contain sensitive information, including fragments of passwords, authentication tokens, encryption keys, messages, and decrypted content. Their presence depends on how applications handle data and whether the relevant memory has been overwritten. Closing an application does not necessarily erase every trace immediately, but investigators cannot assume that particular credentials or conversations will be recoverable.
The acquisition process itself requires care because running a collection tool changes the system being examined. Investigators should document the tools used, collection times, and actions taken. Hashing the acquired memory image helps verify that it remains unchanged after collection, while proper chain-of-custody records support evidence accountability.
William | SOC and Detection Engineering retweeted
Still working on that. It’s masquerading itself in a folder that mimics 𝙋𝙧𝙤𝙜𝙧𝙖𝙢𝘿𝙖𝙩𝙖\𝙈𝙞𝙘𝙧𝙤𝙨𝙤𝙛𝙩\𝙒𝙞𝙣𝙙𝙤𝙬𝙨\𝘿𝙚𝙛𝙚𝙣𝙙𝙚𝙧 path called 𝙒𝙞𝙣𝙙𝙤𝙬𝙨𝙎𝙚𝙘𝙪𝙧𝙞𝙩𝙮 in ProgramData, which isn’t a default path.
I’ll post a full report when I’m through.
William | SOC and Detection Engineering retweeted
There is money in Cybersecurity and Ethical Hacking !!!
Not every cyberattack starts with malware.
Sometimes, it starts with a convincing conversation.
Social engineering exploits human trust to trick people into revealing information or granting access.
Verify unexpected requests, even when they sound urgent.
Ping works. The website still fails.
The OSI model separates communication into seven layers, helping you narrow the problem.
IP reachability does not prove the web service works.
Test the failing service before declaring the connection healthy.






















