From 147f595ec11fedf33f9fc59777f356cb77bc6d2f Mon Sep 17 00:00:00 2001 From: "H. Shay" Date: Tue, 10 Sep 2024 16:44:00 -0700 Subject: [PATCH] add a NsfwProtection --- package.json | 2 + src/protections/NsfwProtection.ts | 85 ++++++ src/protections/ProtectionManager.ts | 5 + yarn.lock | 393 ++++++++++++++++++++++++++- 4 files changed, 480 insertions(+), 5 deletions(-) create mode 100644 src/protections/NsfwProtection.ts diff --git a/package.json b/package.json index 6c5d6d4..b5f2607 100644 --- a/package.json +++ b/package.json @@ -46,6 +46,7 @@ "dependencies": { "@sentry/node": "^7.17.2", "@sentry/tracing": "^7.17.2", + "@tensorflow/tfjs-node": "^4.21.0", "await-lock": "^2.2.2", "body-parser": "^1.20.1", "config": "^3.3.8", @@ -56,6 +57,7 @@ "js-yaml": "^4.1.0", "jsdom": "^16.6.0", "matrix-appservice-bridge": "8.1.2", + "nsfwjs": "^4.1.0", "parse-duration": "^1.0.2", "pg": "^8.8.0", "prom-client": "^14.1.0", diff --git a/src/protections/NsfwProtection.ts b/src/protections/NsfwProtection.ts new file mode 100644 index 0000000..af9621b --- /dev/null +++ b/src/protections/NsfwProtection.ts @@ -0,0 +1,85 @@ +/* +Copyright 2024 The Matrix.org Foundation C.I.C. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +import { Protection } from "./IProtection"; +import { Mjolnir } from "../Mjolnir"; +import * as nsfw from 'nsfwjs'; +import {LogLevel} from "matrix-bot-sdk"; +import { node } from '@tensorflow/tfjs-node'; + + +export class NsfwProtection extends Protection { + settings = {}; + // @ts-ignore + private model: any; + + constructor() { + super(); + } + + async initialize() { + this.model = await nsfw.load(); + } + + public get name(): string { + return 'NsfwProtection'; + } + + public get description(): string { + return "Scans all images sent into a protected room to determine if the image is " + + "NSFW. If it is, the image will automatically be redacted."; + } + + public async handleEvent(mjolnir: Mjolnir, roomId: string, event: any): Promise { + if (event['type'] === 'm.room.message') { + const content = event['content'] || {}; + const msgtype = content['msgtype'] || 'm.text'; + const formattedBody = content['formatted_body'] || ''; + const isMedia = msgtype === 'm.image' || formattedBody.toLowerCase().includes(' mjolnir.config.nsfwSensitivity) { + await mjolnir.managementRoomOutput.logMessage(LogLevel.INFO, "NSFWProtection", `Redacting ${event["event_id"]} for inappropriate content.`); + try { + mjolnir.client.redactEvent(roomId, event["event_id"]) + } catch (err) { + await mjolnir.managementRoomOutput.logMessage(LogLevel.ERROR, "NSFWProtection", `There was an error redacting ${event["event_id"]}: ${err}`); + + } + } + } else if (prediction["className"] === "Hentai"){ + if (prediction["probability"] > mjolnir.config.nsfwSensitivity) { + await mjolnir.managementRoomOutput.logMessage(LogLevel.INFO, "NSFWProtection", `Redacting ${event["event_id"]} for inappropriate content.`); + try { + mjolnir.client.redactEvent(roomId, event["event_id"]) + } catch (err) { + await mjolnir.managementRoomOutput.logMessage(LogLevel.ERROR, "NSFWProtection", `There was an error redacting ${event["event_id"]}: ${err}`); + } + } + } + } + decodedImage.dispose() + } + } + } +} \ No newline at end of file diff --git a/src/protections/ProtectionManager.ts b/src/protections/ProtectionManager.ts index 1a5971d..939920e 100644 --- a/src/protections/ProtectionManager.ts +++ b/src/protections/ProtectionManager.ts @@ -31,6 +31,7 @@ import { htmlEscape } from "../utils"; import { ERROR_KIND_FATAL, ERROR_KIND_PERMISSION } from "../ErrorCache"; import { RoomUpdateError } from "../models/RoomUpdateError"; import { LocalAbuseReports } from "./LocalAbuseReports"; +import {NsfwProtection} from "./NsfwProtection"; const PROTECTIONS: Protection[] = [ new FirstMessageIsImage(), @@ -42,6 +43,7 @@ const PROTECTIONS: Protection[] = [ new DetectFederationLag(), new JoinWaveShortCircuit(), new LocalAbuseReports(), + new NsfwProtection() ]; const ENABLED_PROTECTIONS_EVENT_TYPE = "org.matrix.mjolnir.enabled_protections"; @@ -100,6 +102,9 @@ export class ProtectionManager { protection.settings[key].setValue(value); } if (protection.enabled) { + if (protection.name == "NsfwProtection") { + (protection as NsfwProtection).initialize() + } for (let roomId of this.mjolnir.protectedRoomsTracker.getProtectedRooms()) { await protection.startProtectingRoom(this.mjolnir, roomId); } diff --git a/yarn.lock b/yarn.lock index c240f44..bb8a723 100644 --- a/yarn.lock +++ b/yarn.lock @@ -89,6 +89,21 @@ "@types/yargs" "^16.0.0" chalk "^4.0.0" +"@mapbox/node-pre-gyp@1.0.9": + version "1.0.9" + resolved "https://registry.yarnpkg.com/@mapbox/node-pre-gyp/-/node-pre-gyp-1.0.9.tgz#09a8781a3a036151cdebbe8719d6f8b25d4058bc" + integrity 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simple-swizzle@^0.2.2: version "0.2.2" resolved "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.2.tgz" @@ -3129,7 +3475,7 @@ steno@^0.4.1: dependencies: graceful-fs "^4.1.3" -string-width@^4.1.0, string-width@^4.2.0: +"string-width@^1.0.2 || 2 || 3 || 4", string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3: version "4.2.3" resolved "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz" integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g== @@ -3138,7 +3484,7 @@ string-width@^4.1.0, string-width@^4.2.0: is-fullwidth-code-point "^3.0.0" strip-ansi "^6.0.1" -string_decoder@^1.1.1: +string_decoder@^1.1.1, string_decoder@^1.3.0: version "1.3.0" resolved "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz" integrity sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA== @@ -3200,6 +3546,18 @@ table@^6.0.9: string-width "^4.2.0" strip-ansi "^6.0.0" +tar@^6.1.11, tar@^6.2.1: + version "6.2.1" + resolved "https://registry.yarnpkg.com/tar/-/tar-6.2.1.tgz#717549c541bc3c2af15751bea94b1dd068d4b03a" + integrity sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A== + dependencies: + chownr "^2.0.0" + fs-minipass "^2.0.0" + minipass "^5.0.0" + minizlib "^2.1.1" + mkdirp "^1.0.3" + yallist "^4.0.0" + tdigest@^0.1.1: version "0.1.2" resolved "https://registry.npmjs.org/tdigest/-/tdigest-0.1.2.tgz" @@ -3253,6 +3611,11 @@ tr46@^2.1.0: dependencies: punycode "^2.1.1" +tr46@~0.0.3: + version "0.0.3" + resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a" + integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw== + triple-beam@^1.3.0: version "1.3.0" resolved "https://registry.npmjs.org/triple-beam/-/triple-beam-1.3.0.tgz" @@ -3461,6 +3824,11 @@ w3c-xmlserializer@^2.0.0: dependencies: xml-name-validator "^3.0.0" +webidl-conversions@^3.0.0: + version "3.0.1" + resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871" + integrity sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ== + webidl-conversions@^5.0.0: version "5.0.0" resolved "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-5.0.0.tgz" @@ -3483,6 +3851,14 @@ whatwg-mimetype@^2.3.0: resolved "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-2.3.0.tgz" integrity sha512-M4yMwr6mAnQz76TbJm914+gPpB/nCwvZbJU28cUD6dR004SAxDLOOSUaB1JDRqLtaOV/vi0IC5lEAGFgrjGv/g== +whatwg-url@^5.0.0: + version "5.0.0" + resolved "https://registry.yarnpkg.com/whatwg-url/-/whatwg-url-5.0.0.tgz#966454e8765462e37644d3626f6742ce8b70965d" + integrity sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw== + dependencies: + tr46 "~0.0.3" + webidl-conversions 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