diff --git a/docs/changes.md b/docs/changes.md index 81a24f8d..4022fb12 100644 --- a/docs/changes.md +++ b/docs/changes.md @@ -108,6 +108,8 @@ ### 主要な変更点 +- センシティブなメディアの自動検出機能を削除 + - 誤検知が多く、使っているサーバーもあまり多くないと思ったため（困る場合には教えてください） - 非ログインユーザーにもローカルタイムラインとグローバルタイムラインを公開できるように変更 - コントロールパネルから設定すると `https://server.example.com/timeline` で公開されます - 全文検索のエンジンを [PGroonga](https://pgroonga.github.io/) に変更（[tamaina さんの PGroonga パッチ](https://gist.github.com/tamaina/29e88e02d0dc5acfa2f50b3347d3d20d)を拡張） diff --git a/neko/index.js b/neko/index.js index 56e51763..170991ff 100644 --- a/neko/index.js +++ b/neko/index.js @@ -270,8 +270,6 @@ const { readEnvironmentConfig, readServerConfig, AntennaSrcEnum, - MetaSensitivemediadetectionEnum, - MetaSensitivemediadetectionsensitivityEnum, MutedNoteReasonEnum, NoteVisibilityEnum, NotificationTypeEnum, @@ -304,10 +302,6 @@ module.exports.EnvConfig = EnvConfig; module.exports.readEnvironmentConfig = readEnvironmentConfig; module.exports.readServerConfig = readServerConfig; module.exports.AntennaSrcEnum = AntennaSrcEnum; -module.exports.MetaSensitivemediadetectionEnum = - MetaSensitivemediadetectionEnum; -module.exports.MetaSensitivemediadetectionsensitivityEnum = - MetaSensitivemediadetectionsensitivityEnum; module.exports.MutedNoteReasonEnum = MutedNoteReasonEnum; module.exports.NoteVisibilityEnum = NoteVisibilityEnum; module.exports.NotificationTypeEnum = NotificationTypeEnum; diff --git a/neko/revert.sql b/neko/revert.sql index 8db84150..c5b2282b 100644 --- a/neko/revert.sql +++ b/neko/revert.sql @@ -1,3 +1,15 @@ +-- remove-nsfw-detection +ALTER TABLE "user_profile" ADD "autoSensitive" boolean NOT NULL DEFAULT false; +ALTER TABLE "meta" ADD "enableSensitiveMediaDetectionForVideos" boolean NOT NULL DEFAULT false; +ALTER TABLE "meta" ADD "setSensitiveFlagAutomatically" boolean NOT NULL DEFAULT false; +CREATE TYPE "public"."meta_sensitivemediadetectionsensitivity_enum" AS ENUM('medium', 'low', 'high', 'veryLow', 'veryHigh'); +ALTER TABLE "meta" ADD "sensitiveMediaDetectionSensitivity" "public"."meta_sensitivemediadetectionsensitivity_enum" NOT NULL DEFAULT 'medium'; +CREATE TYPE "public"."meta_sensitivemediadetection_enum" AS ENUM('none', 'all', 'local', 'remote'); +ALTER TABLE "meta" ADD "sensitiveMediaDetection" "public"."meta_sensitivemediadetection_enum" NOT NULL DEFAULT 'none'; +ALTER TABLE "drive_file" ADD "maybePorn" boolean NOT NULL DEFAULT false; +ALTER TABLE "drive_file" ADD "maybeSensitive" boolean NOT NULL DEFAULT false; +COMMENT ON COLUMN "drive_file"."maybeSensitive" IS 'Whether the DriveFile is NSFW. (predict)'; + -- drop-time-zone ALTER TABLE "webhook" ALTER "latestSentAt" TYPE timestamp with time zone; ALTER TABLE "webhook" ALTER "createdAt" TYPE timestamp with time zone; diff --git a/package.json b/package.json index f7c9ee25..49b52b80 100644 --- a/package.json +++ b/package.json @@ -34,7 +34,6 @@ "@bull-board/api": "5.13.0", "@bull-board/ui": "5.13.0", "@napi-rs/cli": "2.17.0", - "@tensorflow/tfjs": "4.16.0", "gulp": "4.0.2", "gulp-cssnano": "2.1.3", "gulp-replace": "1.1.4", diff --git a/packages/backend/migration-neko/1705848938166-remove-nsfw-detection.js b/packages/backend/migration-neko/1705848938166-remove-nsfw-detection.js new file mode 100644 index 00000000..3ba83710 --- /dev/null +++ b/packages/backend/migration-neko/1705848938166-remove-nsfw-detection.js @@ -0,0 +1,64 @@ +export class RemoveNsfwDetection1705848938166 { + name = "RemoveNsfwDetection1705848938166"; + + async up(queryRunner) { + await queryRunner.query( + `ALTER TABLE "drive_file" DROP COLUMN "maybeSensitive"`, + ); + await queryRunner.query(`ALTER TABLE "drive_file" DROP COLUMN "maybePorn"`); + await queryRunner.query( + `ALTER TABLE "meta" DROP COLUMN "sensitiveMediaDetection"`, + ); + await queryRunner.query( + `DROP TYPE "public"."meta_sensitivemediadetection_enum"`, + ); + await queryRunner.query( + `ALTER TABLE "meta" DROP COLUMN "sensitiveMediaDetectionSensitivity"`, + ); + await queryRunner.query( + `DROP TYPE "public"."meta_sensitivemediadetectionsensitivity_enum"`, + ); + await queryRunner.query( + `ALTER TABLE "meta" DROP COLUMN "setSensitiveFlagAutomatically"`, + ); + await queryRunner.query( + `ALTER TABLE "meta" DROP COLUMN "enableSensitiveMediaDetectionForVideos"`, + ); + await queryRunner.query( + `ALTER TABLE "user_profile" DROP COLUMN "autoSensitive"`, + ); + } + + async down(queryRunner) { + await queryRunner.query( + `ALTER TABLE "user_profile" ADD "autoSensitive" boolean NOT NULL DEFAULT false`, + ); + await queryRunner.query( + `ALTER TABLE "meta" ADD "enableSensitiveMediaDetectionForVideos" boolean NOT NULL DEFAULT false`, + ); + await queryRunner.query( + `ALTER TABLE "meta" ADD "setSensitiveFlagAutomatically" boolean NOT NULL DEFAULT false`, + ); + await queryRunner.query( + `CREATE TYPE "public"."meta_sensitivemediadetectionsensitivity_enum" AS ENUM('medium', 'low', 'high', 'veryLow', 'veryHigh')`, + ); + await queryRunner.query( + `ALTER TABLE "meta" ADD "sensitiveMediaDetectionSensitivity" "public"."meta_sensitivemediadetectionsensitivity_enum" NOT NULL DEFAULT 'medium'`, + ); + await queryRunner.query( + `CREATE TYPE "public"."meta_sensitivemediadetection_enum" AS ENUM('none', 'all', 'local', 'remote')`, + ); + await queryRunner.query( + `ALTER TABLE "meta" ADD "sensitiveMediaDetection" "public"."meta_sensitivemediadetection_enum" NOT NULL DEFAULT 'none'`, + ); + await queryRunner.query( + `ALTER TABLE "drive_file" ADD "maybePorn" boolean NOT NULL DEFAULT false`, + ); + await queryRunner.query( + `ALTER TABLE "drive_file" ADD "maybeSensitive" boolean NOT NULL DEFAULT false`, + ); + await queryRunner.query( + `COMMENT ON COLUMN "drive_file"."maybeSensitive" IS 'Whether the DriveFile is NSFW. (predict)'`, + ); + } +} diff --git a/packages/backend/native-utils/src/model/entity/drive_file.rs b/packages/backend/native-utils/src/model/entity/drive_file.rs index 4d87dc0a..60872a92 100644 --- a/packages/backend/native-utils/src/model/entity/drive_file.rs +++ b/packages/backend/native-utils/src/model/entity/drive_file.rs @@ -49,10 +49,6 @@ pub struct Model { pub request_headers: Option, #[sea_orm(column_name = "requestIp")] pub request_ip: Option, - #[sea_orm(column_name = "maybeSensitive")] - pub maybe_sensitive: bool, - #[sea_orm(column_name = "maybePorn")] - pub maybe_porn: bool, } #[derive(Copy, Clone, Debug, EnumIter, DeriveRelation)] diff --git a/packages/backend/native-utils/src/model/entity/meta.rs b/packages/backend/native-utils/src/model/entity/meta.rs index 2521d681..3c14ecde 100644 --- a/packages/backend/native-utils/src/model/entity/meta.rs +++ b/packages/backend/native-utils/src/model/entity/meta.rs @@ -1,7 +1,5 @@ //! `SeaORM` Entity. Generated by sea-orm-codegen 0.12.10 -use super::sea_orm_active_enums::MetaSensitivemediadetectionEnum; -use super::sea_orm_active_enums::MetaSensitivemediadetectionsensitivityEnum; use sea_orm::entity::prelude::*; #[derive(Clone, Debug, PartialEq, DeriveEntityModel, Eq)] @@ -138,16 +136,8 @@ pub struct Model { pub default_light_theme: Option, #[sea_orm(column_name = "defaultDarkTheme")] pub default_dark_theme: Option, - #[sea_orm(column_name = "sensitiveMediaDetection")] - pub sensitive_media_detection: MetaSensitivemediadetectionEnum, - #[sea_orm(column_name = "sensitiveMediaDetectionSensitivity")] - pub sensitive_media_detection_sensitivity: MetaSensitivemediadetectionsensitivityEnum, - #[sea_orm(column_name = "setSensitiveFlagAutomatically")] - pub set_sensitive_flag_automatically: bool, #[sea_orm(column_name = "enableIpLogging")] pub enable_ip_logging: bool, - #[sea_orm(column_name = "enableSensitiveMediaDetectionForVideos")] - pub enable_sensitive_media_detection_for_videos: bool, #[sea_orm(column_name = "enableActiveEmailValidation")] pub enable_active_email_validation: bool, #[sea_orm(column_name = "customMOTD")] diff --git a/packages/backend/native-utils/src/model/entity/sea_orm_active_enums.rs b/packages/backend/native-utils/src/model/entity/sea_orm_active_enums.rs index 7439f0f5..cd250dce 100644 --- a/packages/backend/native-utils/src/model/entity/sea_orm_active_enums.rs +++ b/packages/backend/native-utils/src/model/entity/sea_orm_active_enums.rs @@ -21,42 +21,6 @@ pub enum AntennaSrcEnum { } #[derive(Debug, PartialEq, Eq, EnumIter, DeriveActiveEnum)] #[napi_derive::napi] -#[sea_orm( - rs_type = "String", - db_type = "Enum", - enum_name = "meta_sensitivemediadetection_enum" -)] -pub enum MetaSensitivemediadetectionEnum { - #[sea_orm(string_value = "all")] - All, - #[sea_orm(string_value = "local")] - Local, - #[sea_orm(string_value = "none")] - None, - #[sea_orm(string_value = "remote")] - Remote, -} -#[derive(Debug, PartialEq, Eq, EnumIter, DeriveActiveEnum)] -#[napi_derive::napi] -#[sea_orm( - rs_type = "String", - db_type = "Enum", - enum_name = "meta_sensitivemediadetectionsensitivity_enum" -)] -pub enum MetaSensitivemediadetectionsensitivityEnum { - #[sea_orm(string_value = "high")] - High, - #[sea_orm(string_value = "low")] - Low, - #[sea_orm(string_value = "medium")] - Medium, - #[sea_orm(string_value = "veryHigh")] - VeryHigh, - #[sea_orm(string_value = "veryLow")] - VeryLow, -} -#[derive(Debug, PartialEq, Eq, EnumIter, DeriveActiveEnum)] -#[napi_derive::napi] #[sea_orm( rs_type = "String", db_type = "Enum", diff --git a/packages/backend/native-utils/src/model/entity/user_profile.rs b/packages/backend/native-utils/src/model/entity/user_profile.rs index 09b1d627..8416e9b0 100644 --- a/packages/backend/native-utils/src/model/entity/user_profile.rs +++ b/packages/backend/native-utils/src/model/entity/user_profile.rs @@ -67,8 +67,6 @@ pub struct Model { pub public_reactions: bool, #[sea_orm(column_name = "ffVisibility")] pub ff_visibility: UserProfileFfvisibilityEnum, - #[sea_orm(column_name = "autoSensitive")] - pub auto_sensitive: bool, #[sea_orm(column_name = "moderationNote")] pub moderation_note: String, #[sea_orm(column_name = "preventAiLearning")] diff --git a/packages/backend/nsfw-model/group1-shard1of6 b/packages/backend/nsfw-model/group1-shard1of6 deleted file mode 100644 index b91a8fad..00000000 Binary files a/packages/backend/nsfw-model/group1-shard1of6 and /dev/null differ diff --git a/packages/backend/nsfw-model/group1-shard2of6 b/packages/backend/nsfw-model/group1-shard2of6 deleted file mode 100644 index 357cc216..00000000 --- a/packages/backend/nsfw-model/group1-shard2of6 +++ /dev/null @@ -1,2 +0,0 @@ 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{ +export async function getFileInfo(path: string): Promise { const warnings = [] as string[]; const size = await getFileSize(path); @@ -123,26 +107,6 @@ export async function getFileInfo( }); } - let sensitive = false; - let porn = false; - - if (!opts.skipSensitiveDetection) { - await detectSensitivity( - path, - type.mime, - opts.sensitiveThreshold ?? 0.5, - opts.sensitiveThresholdForPorn ?? 0.75, - opts.enableSensitiveMediaDetectionForVideos ?? false, - ).then( - (value) => { - [sensitive, porn] = value; - }, - (error) => { - warnings.push(`detectSensitivity failed: ${error}`); - }, - ); - } - return { size, md5, @@ -151,190 +115,10 @@ export async function getFileInfo( height, orientation, blurhash, - sensitive, - porn, warnings, }; } -async function detectSensitivity( - source: string, - mime: string, - sensitiveThreshold: number, - sensitiveThresholdForPorn: number, - analyzeVideo: boolean, -): Promise<[sensitive: boolean, porn: boolean]> { - let sensitive = false; - let porn = false; - - function judgePrediction( - result: readonly predictionType[], - ): [sensitive: boolean, porn: boolean] { - let sensitive = false; - let porn = false; - - if ( - (result.find((x) => x.className === "Sexy")?.probability ?? 0) > - sensitiveThreshold - ) - sensitive = true; - if ( - (result.find((x) => x.className === "Hentai")?.probability ?? 0) > - sensitiveThreshold - ) - sensitive = true; - if ( - (result.find((x) => x.className === "Porn")?.probability ?? 0) > - sensitiveThreshold - ) - sensitive = true; - - if ( - (result.find((x) => x.className === "Porn")?.probability ?? 0) > - sensitiveThresholdForPorn - ) - porn = true; - - return [sensitive, porn]; - } - - if (["image/jpeg", "image/png", "image/webp"].includes(mime)) { - const result = await detectSensitive(source); - if (result) { - [sensitive, porn] = judgePrediction(result); - } - } else if ( - analyzeVideo && - (mime === "image/apng" || mime.startsWith("video/")) - ) { - const [outDir, disposeOutDir] = await createTempDir(); - try { - const command = FFmpeg() - .input(source) - .inputOptions([ - "-skip_frame", - "nokey", // 可能ならキーフレームのみを取得してほしいとする（そうなるとは限らない） - "-lowres", - "3", // 元の画質でデコードする必要はないので 1/8 画質でデコードしてもよいとする（そうなるとは限らない） - ]) - .noAudio() - .videoFilters([ - { - filter: "select", // フレームのフィルタリング - options: { - e: "eq(pict_type,PICT_TYPE_I)", // I-Frame のみをフィルタする（VP9 とかはデコードしてみないとわからないっぽい） - }, - }, - { - filter: "blackframe", // 暗いフレームの検出 - options: { - amount: "0", // 暗さに関わらず全てのフレームで測定値を取る - }, - }, - { - filter: "metadata", - options: { - mode: "select", // フレーム選択モード - key: "lavfi.blackframe.pblack", // フレームにおける暗部の百分率（前のフィルタからのメタデータを参照する） - value: "50", - function: "less", // 50% 未満のフレームを選択する（50% 以上暗部があるフレームだと誤検知を招くかもしれないので） - }, - }, - { - filter: "scale", - options: { - w: 299, - h: 299, - }, - }, - ]) - .format("image2") - .output(join(outDir, "%d.png")) - .outputOptions(["-vsync", "0"]); // 可変フレームレートにすることで穴埋めをさせない - const results: ReturnType[] = []; - let frameIndex = 0; - let targetIndex = 0; - let nextIndex = 1; - for await (const path of asyncIterateFrames(outDir, command)) { - try { - const index = frameIndex++; - if (index !== targetIndex) { - continue; - } - targetIndex = nextIndex; - nextIndex += index; // fibonacci sequence によってフレーム数制限を掛ける - const result = await detectSensitive(path); - if (result) { - results.push(judgePrediction(result)); - } - } finally { - fs.promises.unlink(path); - } - } - sensitive = - results.filter((x) => x[0]).length >= - Math.ceil(results.length * sensitiveThreshold); - porn = - results.filter((x) => x[1]).length >= - Math.ceil(results.length * sensitiveThresholdForPorn); - } finally { - disposeOutDir(); - } - } - - return [sensitive, porn]; -} - -async function* asyncIterateFrames( - cwd: string, - command: FFmpeg.FfmpegCommand, -): AsyncGenerator { - const watcher = new FSWatcher({ - cwd, - disableGlobbing: true, - }); - let finished = false; - command.once("end", () => { - finished = true; - watcher.close(); - }); - command.run(); - for (let i = 1; true; i++) { - const current = `${i}.png`; - const next = `${i + 1}.png`; - const framePath = join(cwd, current); - if (await exists(join(cwd, next))) { - yield framePath; - } else if (!finished) { - watcher.add(next); - await new Promise((resolve, reject) => { - watcher.on("add", function onAdd(path) { - if (path === next) { - // 次フレームの書き出しが始まっているなら、現在フレームの書き出しは終わっている - watcher.unwatch(current); - watcher.off("add", onAdd); - resolve(); - } - }); - command.once("end", resolve); // 全てのフレームを処理し終わったなら、最終フレームである現在フレームの書き出しは終わっている - command.once("error", reject); - }); - yield framePath; - } else if (await exists(framePath)) { - yield framePath; - } else { - return; - } - } -} - -function exists(path: string): Promise { - return fs.promises.access(path).then( - () => true, - () => false, - ); -} - /** * Detect MIME Type and extension */ diff --git a/packages/backend/src/models/entities/drive-file.ts b/packages/backend/src/models/entities/drive-file.ts index f7d5b5eb..52ab027b 100644 --- a/packages/backend/src/models/entities/drive-file.ts +++ b/packages/backend/src/models/entities/drive-file.ts @@ -183,19 +183,6 @@ export class DriveFile { }) public isSensitive: boolean; - @Index() - @Column("boolean", { - default: false, - comment: "Whether the DriveFile is NSFW. (predict)", - }) - public maybeSensitive: boolean; - - @Index() - @Column("boolean", { - default: false, - }) - public maybePorn: boolean; - /** * 外部の(信頼されていない)URLへの直リンクか否か */ diff --git a/packages/backend/src/models/entities/meta.ts b/packages/backend/src/models/entities/meta.ts index 5f0f36a4..763d25b8 100644 --- a/packages/backend/src/models/entities/meta.ts +++ b/packages/backend/src/models/entities/meta.ts @@ -258,33 +258,6 @@ export class Meta { }) public recaptchaSecretKey: string | null; - @Column("enum", { - enum: ["none", "all", "local", "remote"], - default: "none", - }) - public sensitiveMediaDetection: "none" | "all" | "local" | "remote"; - - @Column("enum", { - enum: ["medium", "low", "high", "veryLow", "veryHigh"], - default: "medium", - }) - public sensitiveMediaDetectionSensitivity: - | "medium" - | "low" - | "high" - | "veryLow" - | "veryHigh"; - - @Column("boolean", { - default: false, - }) - public setSensitiveFlagAutomatically: boolean; - - @Column("boolean", { - default: false, - }) - public enableSensitiveMediaDetectionForVideos: boolean; - @Column("integer", { default: 1024, comment: "Drive capacity of a local user (MB)", diff --git a/packages/backend/src/models/entities/user-profile.ts b/packages/backend/src/models/entities/user-profile.ts index 71a42621..fcf3b37f 100644 --- a/packages/backend/src/models/entities/user-profile.ts +++ b/packages/backend/src/models/entities/user-profile.ts @@ -184,11 +184,6 @@ export class UserProfile { }) public alwaysMarkNsfw: boolean; - @Column("boolean", { - default: false, - }) - public autoSensitive: boolean; - @Column("boolean", { default: false, }) diff --git a/packages/backend/src/models/repositories/user.ts b/packages/backend/src/models/repositories/user.ts index c79dd824..2104394f 100644 --- a/packages/backend/src/models/repositories/user.ts +++ b/packages/backend/src/models/repositories/user.ts @@ -548,7 +548,6 @@ export const UserRepository = db.getRepository(User).extend({ injectFeaturedNote: profile?.injectFeaturedNote, receiveAnnouncementEmail: profile?.receiveAnnouncementEmail, alwaysMarkNsfw: profile?.alwaysMarkNsfw, - autoSensitive: profile?.autoSensitive, carefulBot: profile?.carefulBot, autoAcceptFollowed: profile?.autoAcceptFollowed, noCrawle: profile?.noCrawle, diff --git a/packages/backend/src/models/schema/user.ts b/packages/backend/src/models/schema/user.ts index ba01ab97..8e3d612a 100644 --- a/packages/backend/src/models/schema/user.ts +++ b/packages/backend/src/models/schema/user.ts @@ -384,11 +384,6 @@ export const packedMeDetailedOnlySchema = { nullable: true, optional: false, }, - autoSensitive: { - type: "boolean", - nullable: true, - optional: false, - }, carefulBot: { type: "boolean", nullable: true, diff --git a/packages/backend/src/server/api/endpoints/admin/meta.ts b/packages/backend/src/server/api/endpoints/admin/meta.ts index d168c345..474b82e3 100644 --- a/packages/backend/src/server/api/endpoints/admin/meta.ts +++ b/packages/backend/src/server/api/endpoints/admin/meta.ts @@ -460,7 +460,7 @@ export const paramDef = { required: [], } as const; -export default define(meta, paramDef, async (ps) => { +export default define(meta, paramDef, async () => { const instance = await fetchMeta(true); return { @@ -519,12 +519,10 @@ export default define(meta, paramDef, async (ps) => { secureMode: instance.secureMode, hcaptchaSecretKey: instance.hcaptchaSecretKey, recaptchaSecretKey: instance.recaptchaSecretKey, - sensitiveMediaDetection: instance.sensitiveMediaDetection, - sensitiveMediaDetectionSensitivity: - instance.sensitiveMediaDetectionSensitivity, - setSensitiveFlagAutomatically: instance.setSensitiveFlagAutomatically, - enableSensitiveMediaDetectionForVideos: - instance.enableSensitiveMediaDetectionForVideos, + sensitiveMediaDetection: false, // for compatibility + sensitiveMediaDetectionSensitivity: "medium", // for compatibility + setSensitiveFlagAutomatically: false, // for compatibility + enableSensitiveMediaDetectionForVideos: false, // for compatibility proxyAccountId: instance.proxyAccountId, summalyProxy: instance.summalyProxy, email: instance.email, diff --git a/packages/backend/src/server/api/endpoints/admin/show-user.ts b/packages/backend/src/server/api/endpoints/admin/show-user.ts index 196e8554..2f6d5801 100644 --- a/packages/backend/src/server/api/endpoints/admin/show-user.ts +++ b/packages/backend/src/server/api/endpoints/admin/show-user.ts @@ -56,7 +56,7 @@ export default define(meta, paramDef, async (ps, me) => { isIndexable: profile.isIndexable, preventAiLearning: profile.preventAiLearning, alwaysMarkNsfw: profile.alwaysMarkNsfw, - autoSensitive: profile.autoSensitive, + autoSensitive: false, // for compatibility carefulBot: profile.carefulBot, injectFeaturedNote: profile.injectFeaturedNote, receiveAnnouncementEmail: profile.receiveAnnouncementEmail, diff --git a/packages/backend/src/server/api/endpoints/admin/update-meta.ts b/packages/backend/src/server/api/endpoints/admin/update-meta.ts index d4034215..955a1d95 100644 --- a/packages/backend/src/server/api/endpoints/admin/update-meta.ts +++ b/packages/backend/src/server/api/endpoints/admin/update-meta.ts @@ -102,16 +102,6 @@ export const paramDef = { enableRecaptcha: { type: "boolean" }, recaptchaSiteKey: { type: "string", nullable: true }, recaptchaSecretKey: { type: "string", nullable: true }, - sensitiveMediaDetection: { - type: "string", - enum: ["none", "all", "local", "remote"], - }, - sensitiveMediaDetectionSensitivity: { - type: "string", - enum: ["medium", "low", "high", "veryLow", "veryHigh"], - }, - setSensitiveFlagAutomatically: { type: "boolean" }, - enableSensitiveMediaDetectionForVideos: { type: "boolean" }, proxyAccountId: { type: "string", format: "misskey:id", nullable: true }, maintainerName: { type: "string", nullable: true }, maintainerEmail: { type: "string", nullable: true }, @@ -368,24 +358,6 @@ export default define(meta, paramDef, async (ps, me) => { set.recaptchaSecretKey = ps.recaptchaSecretKey; } - if (ps.sensitiveMediaDetection !== undefined) { - set.sensitiveMediaDetection = ps.sensitiveMediaDetection; - } - - if (ps.sensitiveMediaDetectionSensitivity !== undefined) { - set.sensitiveMediaDetectionSensitivity = - ps.sensitiveMediaDetectionSensitivity; - } - - if (ps.setSensitiveFlagAutomatically !== undefined) { - set.setSensitiveFlagAutomatically = ps.setSensitiveFlagAutomatically; - } - - if (ps.enableSensitiveMediaDetectionForVideos !== undefined) { - set.enableSensitiveMediaDetectionForVideos = - ps.enableSensitiveMediaDetectionForVideos; - } - if (ps.proxyAccountId !== undefined) { set.proxyAccountId = ps.proxyAccountId; } diff --git a/packages/backend/src/server/api/endpoints/i/update.ts b/packages/backend/src/server/api/endpoints/i/update.ts index 58411fd6..a0bf2e8c 100644 --- a/packages/backend/src/server/api/endpoints/i/update.ts +++ b/packages/backend/src/server/api/endpoints/i/update.ts @@ -123,7 +123,6 @@ export const paramDef = { injectFeaturedNote: { type: "boolean" }, receiveAnnouncementEmail: { type: "boolean" }, alwaysMarkNsfw: { type: "boolean" }, - autoSensitive: { type: "boolean" }, ffVisibility: { type: "string", enum: ["public", "followers", "private"] }, pinnedPageId: { type: "string", format: "misskey:id", nullable: true }, mutedWords: { type: "array" }, @@ -217,8 +216,6 @@ export default define(meta, paramDef, async (ps, _user, token) => { profileUpdates.receiveAnnouncementEmail = ps.receiveAnnouncementEmail; if (typeof ps.alwaysMarkNsfw === "boolean") profileUpdates.alwaysMarkNsfw = ps.alwaysMarkNsfw; - if (typeof ps.autoSensitive === "boolean") - profileUpdates.autoSensitive = ps.autoSensitive; if (ps.emailNotificationTypes !== undefined) profileUpdates.emailNotificationTypes = ps.emailNotificationTypes; diff --git a/packages/backend/src/services/detect-sensitive.ts b/packages/backend/src/services/detect-sensitive.ts deleted file mode 100644 index df695e86..00000000 --- a/packages/backend/src/services/detect-sensitive.ts +++ /dev/null @@ -1,55 +0,0 @@ -import * as fs from "node:fs"; -import { fileURLToPath } from "node:url"; -import { dirname } from "node:path"; -import * as nsfw from "nsfwjs"; -import si from "systeminformation"; - -const _filename = fileURLToPath(import.meta.url); -const _dirname = dirname(_filename); - -const REQUIRED_CPU_FLAGS = ["avx2", "fma"]; -let isSupportedCpu: undefined | boolean = undefined; - -let model: nsfw.NSFWJS; - -export async function detectSensitive( - path: string, -): Promise { - try { - if (isSupportedCpu === undefined) { - const cpuFlags = await getCpuFlags(); - isSupportedCpu = REQUIRED_CPU_FLAGS.every((required) => - cpuFlags.includes(required), - ); - } - - if (!isSupportedCpu) { - console.error("This CPU cannot use TensorFlow."); - return null; - } - - const tf = await import("@tensorflow/tfjs-node"); - - if (model == null) - model = await nsfw.load(`file://${_dirname}/../../nsfw-model/`, { - size: 299, - }); - - const buffer = await fs.promises.readFile(path); - const image = (await tf.node.decodeImage(buffer, 3)) as any; - try { - const predictions = await model.classify(image); - return predictions; - } finally { - image.dispose(); - } - } catch (err) { - console.error(err); - return null; - } -} - -async function getCpuFlags(): Promise { - const str = await si.cpuFlags(); - return str.split(/\s+/); -} diff --git a/packages/backend/src/services/drive/add-file.ts b/packages/backend/src/services/drive/add-file.ts index 6badc49d..78a354d2 100644 --- a/packages/backend/src/services/drive/add-file.ts +++ b/packages/backend/src/services/drive/add-file.ts @@ -469,46 +469,9 @@ export async function addFile({ requestIp = null, requestHeaders = null, }: AddFileArgs): Promise { - let skipNsfwCheck = false; - const instance = await fetchMeta(); - if (user == null) skipNsfwCheck = true; - if (instance.sensitiveMediaDetection === "none") skipNsfwCheck = true; - if ( - user && - instance.sensitiveMediaDetection === "local" && - Users.isRemoteUser(user) - ) - skipNsfwCheck = true; - if ( - user && - instance.sensitiveMediaDetection === "remote" && - Users.isLocalUser(user) - ) - skipNsfwCheck = true; - - const info = await getFileInfo(path, { - skipSensitiveDetection: skipNsfwCheck, - sensitiveThreshold: // 感度が高いほどしきい値は低くすることになる - instance.sensitiveMediaDetectionSensitivity === "veryHigh" - ? 0.1 - : instance.sensitiveMediaDetectionSensitivity === "high" - ? 0.3 - : instance.sensitiveMediaDetectionSensitivity === "low" - ? 0.7 - : instance.sensitiveMediaDetectionSensitivity === "veryLow" - ? 0.9 - : 0.5, - sensitiveThresholdForPorn: 0.75, - enableSensitiveMediaDetectionForVideos: - instance.enableSensitiveMediaDetectionForVideos, - }); + const info = await getFileInfo(path); logger.info(`${JSON.stringify(info)}`); - // 現状 false positive が多すぎて実用に耐えない - //if (info.porn && instance.disallowUploadWhenPredictedAsPorn) { - // throw new IdentifiableError('282f77bf-5816-4f72-9264-aa14d8261a21', 'Detected as porn.'); - //} - // detect name const detectedName = name || (info.type.ext ? `untitled.${info.type.ext}` : "untitled"); @@ -616,8 +579,6 @@ export async function addFile({ file.isLink = isLink; file.requestIp = requestIp; file.requestHeaders = requestHeaders; - file.maybeSensitive = info.sensitive; - file.maybePorn = info.porn; file.isSensitive = user ? Users.isLocalUser(user) && profile?.alwaysMarkNsfw ? true @@ -626,10 +587,6 @@ export async function addFile({ : false : false; - if (info.sensitive && profile?.autoSensitive) file.isSensitive = true; - if (info.sensitive && instance.setSensitiveFlagAutomatically) - file.isSensitive = true; - if (url !== null) { file.src = url; diff --git a/packages/client/src/pages/admin/security.vue b/packages/client/src/pages/admin/security.vue index 2bf46325..8cb02c0d 100644 --- a/packages/client/src/pages/admin/security.vue +++ b/packages/client/src/pages/admin/security.vue @@ -29,114 +29,6 @@ - - - - - - - - -

- {{ - i18n.ts._sensitiveMediaDetection.description - }} - - - - - - - - - - - - - - - - - - - - - - - - - - - {{ i18n.ts.save }} -
- - @@ -78,7 +65,6 @@ const usage = ref(null); const capacity = ref(null); const uploadFolder = ref(null); const alwaysMarkNsfw = ref(isSignedIn && $i.alwaysMarkNsfw); -const autoSensitive = ref(isSignedIn && $i.autoSensitive); const meterStyle = computed(() => { return { @@ -126,7 +112,6 @@ function chooseUploadFolder() { function saveProfile() { os.api("i/update", { alwaysMarkNsfw: !!alwaysMarkNsfw.value, - autoSensitive: !!autoSensitive.value, }); } diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 6d6ee847..89b28d19 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -17,9 +17,6 @@ importers: '@napi-rs/cli': specifier: 2.17.0 version: 2.17.0 - '@tensorflow/tfjs': - specifier: 4.16.0 - version: 4.16.0(seedrandom@3.0.5) gulp: specifier: 4.0.2 version: 4.0.2 @@ -99,9 +96,6 @@ importers: '@sinonjs/fake-timers': specifier: 11.2.2 version: 11.2.2 - '@tensorflow/tfjs': - specifier: ^4.16.0 - version: 4.16.0(seedrandom@3.0.5) '@twemoji/parser': specifier: ^15.0.0 version: 15.0.0 @@ -275,7 +269,7 @@ importers: version: 6.9.8 nsfwjs: specifier: 2.4.2 - version: 2.4.2(@tensorflow/tfjs@4.16.0) + version: 2.4.2(@tensorflow/tfjs@3.21.0) opencc-js: specifier: 1.0.5 version: 1.0.5 @@ -391,9 +385,6 @@ importers: '@swc/core-android-arm64': specifier: 1.3.11 version: 1.3.11 - '@tensorflow/tfjs-node': - specifier: 4.16.0 - version: 4.16.0(seedrandom@3.0.5) devDependencies: '@swc/cli': specifier: 0.1.63 @@ -2934,26 +2925,6 @@ packages: - supports-color dev: false - /@mapbox/node-pre-gyp@1.0.9: - resolution: {integrity: sha512-aDF3S3rK9Q2gey/WAttUlISduDItz5BU3306M9Eyv6/oS40aMprnopshtlKTykxRNIBEZuRMaZAnbrQ4QtKGyw==} - hasBin: true - requiresBuild: true - dependencies: - detect-libc: 2.0.2 - https-proxy-agent: 5.0.1 - make-dir: 3.1.0 - node-fetch: 2.7.0 - nopt: 5.0.0 - npmlog: 5.0.1 - rimraf: 3.0.2 - semver: 7.5.4 - tar: 6.2.0 - transitivePeerDependencies: - - encoding - - supports-color - dev: false - optional: true - /@microsoft/tsdoc-config@0.16.2: resolution: {integrity: sha512-OGiIzzoBLgWWR0UdRJX98oYO+XKGf7tiK4Zk6tQ/E4IJqGCe7dvkTvgDZV5cFJUzLGDOjeAXrnZoA6QkVySuxw==} dependencies: @@ -3515,46 +3486,49 @@ packages: defer-to-connect: 2.0.1 dev: false - 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/rimraf@3.0.2: resolution: {integrity: sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==} hasBin: true @@ -15920,21 +15784,6 @@ packages: streamx: 2.15.5 dev: false - /tar@4.4.19: - resolution: {integrity: sha512-a20gEsvHnWe0ygBY8JbxoM4w3SJdhc7ZAuxkLqh+nvNQN2IOt0B5lLgM490X5Hl8FF0dl0tOf2ewFYAlIFgzVA==} - engines: {node: '>=4.5'} - requiresBuild: true - dependencies: - chownr: 1.1.4 - fs-minipass: 1.2.7 - minipass: 2.9.0 - minizlib: 1.3.3 - mkdirp: 0.5.6 - safe-buffer: 5.2.1 - yallist: 3.1.1 - dev: false - optional: true - /tar@6.2.0: resolution: {integrity: sha512-/Wo7DcT0u5HUV486xg675HtjNd3BXZ6xDbzsCUZPt5iw8bTQ63bP0Raut3mvro9u+CUyq7YQd8Cx55fsZXxqLQ==} engines: {node: '>=10'}