Habr•November 1, 2026•🇷🇺Translated from Russian

Freshko: Open-Source Rust Tool Offers Local File and URL Scanning Without Data Upload

Freshko is a new lightweight desktop application designed for quick, private checks of suspicious files and links directly on the user's machine. The tool presents a small 400 × 640 pixel window featuring a mint-colored mascot and three primary actions: file or folder scanning, URL inspection, and process analysis for miners.

Files are examined locally by calculating SHA-256 hashes and running them through YARA-X rules. Users can select individual files, folders, or an entire system disk, with results clearly listing any items that could not be processed. URLs are validated by following redirect chains up to eight hops or 25 seconds while querying Cloudflare filtering DNS servers at 1.1.1.2 and 1.0.0.2. The application pins resolved addresses in the HTTP client, disables proxies, and rejects local networks, credentials in URLs, or non-standard ports to reduce risks.

Process checks look for known miner names, stratum+tcp arguments, and execution from temporary directories. High CPU usage alone does not trigger an alert; points are assigned only when multiple indicators are present. The tool never deletes or terminates anything and simply reports findings for the user to decide on.

The developer documented several engineering challenges. One involved preventing DNS rebinding by forcing resolved addresses into the client. Another addressed false positives from legitimate high-CPU applications such as compilers or video renderers. A third ensured the interface honestly reports skipped files instead of falsely claiming a clean result. The final interface was deliberately simplified from an earlier seven-section dashboard to avoid promising features that were not implemented.

Benchmarks recorded on 1 November 2026 using Apple Silicon showed a 9.4 MB macOS archive, 3.5 seconds to scan a 107 MB folder containing 4,185 files, and 0.55 seconds for a basic URL check. Memory usage for the open window stays around 95 MB. All results remain in RAM only, and no analytics, accounts, or advertising are present.

Freshko currently ships with two test rules covering the EICAR test file and XMRig miner traces. It does not replace built-in operating system protections, perform background monitoring, or analyze JavaScript on web pages. The source code and installers for macOS and Windows are available on GitHub.

Related articles

BoletimSec•Malware & Botnets

Cloudflare Blocks 18.2 Million DDoS Attacks in Q3 2026 Amid Shifting Attack Patterns

Cloudflare reported blocking 18.2 million network-layer DDoS attacks between July and September 2026, marking a 208% increase from the same period in 2025. The company recorded an average of roughly 8,200 attacks per hour, with 96% lasting under ten minutes and 98% staying below 1 Gbps. Large-scale attacks exceeding 1 Tbps dropped sharply from 805 in Q2 to 251 in Q3, a decline Cloudflare links to early 2026 law enforcement actions against four IoT botnets. Attack vectors shifted notably, with CLDAP reflection falling 99.5% while DNS amplification rose 215% and UDP floods grew 122%. The United States led targeted countries, followed by China and Indonesia, while media and publishing remained the most affected industry. Mirai variants accounted for 46.5% of network-layer bytes, with new families such as Dysphoria and Evooo1Bot emerging to replace dismantled botnets.

AntiMalware•Malware & Botnets

Yoba Campaign Uses Signed ChatGPT and Claude Binaries for DLL Sideloading and XMRig Deployment

Researchers at Check Point Research have uncovered the Yoba malware campaign that distributes fake desktop clients for ChatGPT and Claude through GitHub repositories. The attackers bundle legitimate signed executables from OpenAI and Anthropic with a malicious DLL that gets loaded via classic sideloading. Once executed, the loader establishes persistence using the Windows Task Scheduler and retrieves additional payloads through Telegram, DNS over HTTPS, and the Catbox file hosting service. The campaign ultimately deploys the XMRig cryptominer, which pauses mining activity when user interaction is detected to avoid detection. No compromise of OpenAI or Anthropic infrastructure was found; the attackers simply repurpose the companies' signed binaries and reputation. The operation primarily targets home users and small-to-medium businesses with Windows systems.

AntiMalware•Malware & Botnets

uCreator Spyware Infiltrates Modified Telegram, WeChat and GCash Builds on Android

Security researcher Ovi has published a detailed analysis of uCreator, also known as YingGai, a commercial Android spyware platform designed for surveillance and remote app control. The malware intercepts messages, verification codes and account data directly inside legitimate applications without requiring root privileges. Infection vectors include tampered Telegram, WeChat and GCash APKs distributed through unofficial sources, as well as the Onion Box container that launches the target app inside a controlled environment. Once active, uCreator hooks into the host process, reads Telegram’s local message database through client interfaces, captures two-factor authentication passwords and hides its own session from the user. The operation is supported by cloud-based command panels and exposed GitLab repositories that revealed server-side code and development history. Compatibility problems have been noted on Android 17, and the total number of victims remains unknown.

Habr•Malware & Botnets

Researchers Deploy Cowrie Honeypot Disguised as NVIDIA H100 Server to Study SSH Botnet Tactics

A cybersecurity team set up a realistic Cowrie honeypot on a fake server equipped with four NVIDIA H100 GPUs, 128 AMD EPYC cores, and terabytes of storage to observe what SSH brute-force bots actually do after gaining access. The trap used a custom StickyAuth module that allowed entry only after several failed attempts and locked in the successful credential pair per IP address. Over the first 12.5 hours the system recorded 1,846 connections from 126 unique IPs, 175 successful logins, and 1,524 commands executed, with the majority of activity traced to a single botnet linked to the Outlaw group. The attackers deployed SSH keys signed mdrfckr, changed the root password, killed competing processes, installed cron jobs, and downloaded a mining archive called dota3 containing an IRC backdoor and its own SSH scanner. The researchers also identified three realism issues in the base Cowrie setup—limited grep flags, outdated filesystem paths in Debian 12, and inconsistent hostname reporting—and patched them to keep sophisticated bots engaged longer. An auxiliary LLM service later summarized each session in Telegram for easier analysis.