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@hackermondev
hackermondev / research.md
Last active September 5, 2025 12:38
Unique 0-click deanonymization attack targeting Signal, Discord and hundreds of platform

hi, i'm daniel. i'm a 15-year-old high school junior. in my free time, i hack billion dollar companies and build cool stuff.

3 months ago, I discovered a unique 0-click deanonymization attack that allows an attacker to grab the location of any target within a 250 mile radius. With a vulnerable app installed on a target's phone (or as a background application on their laptop), an attacker can send a malicious payload and deanonymize you within seconds--and you wouldn't even know.

I'm publishing this writeup and research as a warning, especially for journalists, activists, and hackers, about this type of undetectable attack. Hundreds of applications are vulnerable, including some of the most popular apps in the world: Signal, Discord, Twitter/X, and others. Here's how it works:

Cloudflare

By the numbers, Cloudflare is easily the most popular CDN on the market. It beats out competitors such as Sucuri, Amazon CloudFront, Akamai, and Fastly. In 2019, a major Cloudflare outage k

@ChrisHayduk
ChrisHayduk / merge_qlora_with_quantized_model.py
Last active August 15, 2025 04:29
Merging QLoRA weights with quantized model
"""
The code below combines approaches published by both @eugene-yh and @jinyongyoo on Github.
Thanks for the contributions guys!
"""
import torch
import peft
@e-001
e-001 / NUFORC.csv
Last active August 20, 2024 01:34
Examples of the varying shapes and field availability within UAP datasets:
We can make this file beautiful and searchable if this error is corrected: Unclosed quoted field in line 2.
summary,city,state,date_time,shape,duration,stats,report_link,text,posted,city_latitude,city_longitude
"My wife was driving southeast on a fairly populated main side road, it was dark out side at about 6:43pm, And my wife exclaimed” fallin",Chester,VA,2019-12-12T18:43:00,light,5 seconds,"Occurred : 12/12/2019 18:43 (Entered as : 12/12/19 18:43) Reported: 12/19/2019 7:19:31 PM 19:19 Posted: 12/22/2019 Location: Chester, VA Shape: Light Duration:5 seconds",http://www.nuforc.org/webreports/151/S151739.html,"My wife was driving southeast on a fairly populated main side road, it was dark out side at about 6:43pm, And my wife exclaimed” falling star baby look quick!” When I looked up I saw not a falling star but a bright ball of light , one that was closer than any shooting star I have ever seen, it had a blue glow changing into green colors of light as it fell from the sky. It fell as if falling from an invisible opening in the sky... the night was a crystal clear night sky so no clouds or precipitation to obst
@QRcode1337
QRcode1337 / gematria.js
Created April 7, 2021 20:30
Gematria Primus conversion as a node module(?)
function swap(json) {
var ret = {};
for (var key in json) {
ret[json[key]] = key;
}
return ret;
}
module.exports.r2l = {
"ᚠ": "F",
@ArrasL
ArrasL / evaluate.py
Last active April 21, 2024 10:01
Code to evaluate XAI explanation methods (as in https://arxiv.org/abs/2003.07258).
"""
Code to evaluate explanation methods (aka heatmaps/XAI methods) w.r.t. ground truths, as in:
Towards Ground Truth Evaluation of Visual Explanations, Osman et al. 2020
https://arxiv.org/pdf/2003.07258.pdf
(code by Leila Arras, Fraunhofer HHI - Berlin, Germany)
"""
from typing import Dict, List
import os, json
import numpy as np
MultiLayerConfiguration.Builder builder = new NeuralNetConfiguration.Builder()
.seed(123)
.iterations(iterations)
.regularization(true).l2(.0005) //Arbitrary
.learningRate(0.005)
.weightInit(WeightInit.XAVIER)
.gradientNormalization(GradientNormalization.ClipElementWiseAbsoluteValue)
.optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT)
.updater(Updater.NESTEROVS).momentum(0.5)
.list(6)