A really successful wild camp in the Lake District!
Starts out in the beautiful Grasmere.. walking towards Easedale Tarn and beyond. About 7.5km of fairly easy walking, with a slight scramble towards the end.
Weather stayed pretty friendly, not too hot or too cold. Very still at camp for most of the evening.
Highly recommend the breakfast at Jackson’s Cafebar!
I built a small tool that classifies cybersecurity news against the MITRE ATT&CK framework
Hey everyone, not sure if this is the right place to post this, so apologies in advance if it isn't. Mods feel free to remove.
I've been doing threat intelligence work for a while and kept running into the same problem: there's an enormous volume of cybersecurity news every day and figuring out which stories are actually relevant to the techniques you care about is slow and manual.
So, I trained a DistilBERT model to classify text from news articles directly against MITRE ATT&CK tactics and techniques. It chunks each article, runs it through the model, and surfaces the technique tags with a confidence score. I then built a small site around it TTPwire that aggregates RSS feeds from most of the major cybersecurity publications, classifies everything automatically, and lets you subscribe to a daily email digest filtered to just the techniques you follow.
It's genuinely been useful in my own workflow when building threat intelligence reports, instead of manually trawling through 50 articles I get a focused digest of the stories that map to the techniques I'm tracking that day.
It's free, no ads, and I'm not doing anything with your email beyond the digest. Still early days and the model isn't perfect, which is why I built inline feedback directly into the article view. Corrections feed back into the next training round.
Would genuinely love feedback from people who do TI work day to day, especially on whether the technique tagging is actually useful or whether I'm solving the wrong problem entirely.