{"id":22852712,"url":"https://github.com/sha0coder/neurostr","last_synced_at":"2025-09-02T10:33:17.391Z","repository":{"id":146220759,"uuid":"496718466","full_name":"sha0coder/neurostr","owner":"sha0coder","description":"linux strings command on memory blobs generates many crap, this tool uses a neural network and a trained model for reducing the crap in 85%","archived":false,"fork":false,"pushed_at":"2022-05-26T18:06:19.000Z","size":957,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-31T07:11:10.365Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sha0coder.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-05-26T17:47:39.000Z","updated_at":"2022-09-07T14:54:22.000Z","dependencies_parsed_at":"2023-05-02T00:54:52.988Z","dependency_job_id":null,"html_url":"https://github.com/sha0coder/neurostr","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sha0coder/neurostr","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sha0coder%2Fneurostr","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sha0coder%2Fneurostr/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sha0coder%2Fneurostr/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sha0coder%2Fneurostr/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sha0coder","download_url":"https://codeload.github.com/sha0coder/neurostr/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sha0coder%2Fneurostr/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265900012,"owners_count":23845892,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-13T06:08:58.154Z","updated_at":"2025-07-19T07:11:45.225Z","avatar_url":"https://github.com/sha0coder.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NeuroStr  neural network based strings\n\n## Description\n\nDoing strings command to a memory dump or binary file generates many amount of crap strings.\nThis tool use a trained neural network, and shows the strings, also show some crap but reduces the crap in 85%\nI haven't identified false negatives in several tests, but thre are some false positives (crap strings)\n\n```bash\n~/s/neurostr ❯❯❯ target/release/neurostr exec model.ai /bin/ls | wc -l                                  main ✱\n510\n~/s/neurostr ❯❯❯ strings /bin/ls | wc -l                                                                main ✱\n1608\n```\n\n## Usage\n\n```bash\nmake\ntarget/release/neural exec model.ai memory.dump\n```\n\n## Train a model\n\nyou need a good.txt with all type of good information, and crap.bin with some crap, it aslso uses random generator to generate random datasets.\n\n```bash\nmake\ntarget/release/neural train good.txt mymodel.ai\n```\n\nis necesary a file named crap.bin but can be empty, this can be used to reduce the false positives you find.\n\n\n## The model model.ai\n\non the good.txt i used:\n- password wordlist\n- urls\n- domains\n- csv's\n- ip's\n- other information\n\n\n## TODO:\n\n- memory optimizations.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsha0coder%2Fneurostr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsha0coder%2Fneurostr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsha0coder%2Fneurostr/lists"}