diff --git a/app/config/collections2.php b/app/config/collections2.php
index 9ba9635457..866d1cb1b6 100644
--- a/app/config/collections2.php
+++ b/app/config/collections2.php
@@ -695,6 +695,17 @@ $collections = [
                 'array' => true,
                 'filters' => ['json'],
             ],
+            [
+                '$id' => 'deleted',
+                'type' => Database::VAR_BOOLEAN,
+                'format' => '',
+                'size' => 0,
+                'signed' => true,
+                'required' => false,
+                'default' => null,
+                'array' => false,
+                'filters' => [],
+            ],
         ],
         'indexes' => [
             [
diff --git a/app/controllers/api/account.php b/app/controllers/api/account.php
index bc34f81dda..3ad04efe81 100644
--- a/app/controllers/api/account.php
+++ b/app/controllers/api/account.php
@@ -78,7 +78,9 @@ App::post('/v1/account')
         $limit = $project->getAttribute('auths', [])['limit'] ?? 0;
 
         if ($limit !== 0) {
-            $sum = $dbForInternal->count('users', [], APP_LIMIT_USERS);
+            $sum = $dbForInternal->count('users', [
+                new Query('deleted', Query::TYPE_EQUAL, [false]),
+            ], APP_LIMIT_USERS);
 
             if ($sum >= $limit) {
                 throw new Exception('Project registration is restricted. Contact your administrator for more information.', 501);
@@ -105,6 +107,7 @@ App::post('/v1/account')
                 'sessions' => [],
                 'tokens' => [],
                 'memberships' => [],
+                'deleted' => false
             ]));
         } catch (Duplicate $th) {
             throw new Exception('Account already exists', 409);
@@ -165,7 +168,7 @@ App::post('/v1/account/sessions')
         $email = \strtolower($email);
         $protocol = $request->getProtocol();
 
-        $profile = $dbForInternal->findOne('users', [new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
+        $profile = $dbForInternal->findOne('users', [new Query('deleted', Query::TYPE_EQUAL, [false]), new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
 
         if (!$profile || !Auth::passwordVerify($password, $profile->getAttribute('password'))) {
             $audits
@@ -462,13 +465,13 @@ App::get('/v1/account/sessions/oauth2/:provider/redirect')
             $name = $oauth2->getUserName($accessToken);
             $email = $oauth2->getUserEmail($accessToken);
 
-            $user = $dbForInternal->findOne('users', [new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
+            $user = $dbForInternal->findOne('users', [new Query('deleted', Query::TYPE_EQUAL, [false]), new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
 
             if ($user === false || $user->isEmpty()) { // Last option -> create the user, generate random password
                 $limit = $project->getAttribute('auths', [])['limit'] ?? 0;
 
                 if ($limit !== 0) {
-                    $sum = $dbForInternal->count('users', [], APP_LIMIT_COUNT);
+                    $sum = $dbForInternal->count('users', [ new Query('deleted', Query::TYPE_EQUAL, [false]),], APP_LIMIT_COUNT);
 
                     if ($sum >= $limit) {
                         throw new Exception('Project registration is restricted. Contact your administrator for more information.', 501);
@@ -495,6 +498,7 @@ App::get('/v1/account/sessions/oauth2/:provider/redirect')
                         'sessions' => [],
                         'tokens' => [],
                         'memberships' => [],
+                        'deleted' => false
                     ]));
                 } catch (Duplicate $th) {
                     throw new Exception('Account already exists', 409);
@@ -639,7 +643,9 @@ App::post('/v1/account/sessions/anonymous')
         $limit = $project->getAttribute('auths', [])['limit'] ?? 0;
 
         if ($limit !== 0) {
-            $sum = $dbForInternal->count('users', [], APP_LIMIT_COUNT);
+            $sum = $dbForInternal->count('users', [
+                new Query('deleted', Query::TYPE_EQUAL, [false]),
+            ], APP_LIMIT_COUNT);
 
             if ($sum >= $limit) {
                 throw new Exception('Project registration is restricted. Contact your administrator for more information.', 501);
@@ -665,6 +671,7 @@ App::post('/v1/account/sessions/anonymous')
             'sessions' => [],
             'tokens' => [],
             'memberships' => [],
+            'deleted' => false
         ]));
 
         Authorization::reset();
@@ -1221,6 +1228,8 @@ App::delete('/v1/account')
         $protocol = $request->getProtocol();
         $user = $dbForInternal->updateDocument('users', $user->getId(), $user->setAttribute('status', false));
 
+        // TODO Seems to be related to users.php/App::delete('/v1/users/:userId'). Can we share code between these two? Do todos below apply to users.php?
+
         // TODO delete all tokens or only current session?
         // TODO delete all user data according to GDPR. Make sure everything is backed up and backups are deleted later
         /*
@@ -1463,7 +1472,7 @@ App::post('/v1/account/recovery')
         $isAppUser = Auth::isAppUser(Authorization::$roles);
 
         $email = \strtolower($email);
-        $profile = $dbForInternal->findOne('users', [new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
+        $profile = $dbForInternal->findOne('users', [new Query('deleted', Query::TYPE_EQUAL, [false]), new Query('email', Query::TYPE_EQUAL, [$email])]); // Get user by email address
 
         if (!$profile) {
             throw new Exception('User not found', 404);
@@ -1566,7 +1575,7 @@ App::put('/v1/account/recovery')
 
         $profile = $dbForInternal->getDocument('users', $userId);
 
-        if ($profile->isEmpty()) {
+        if ($profile->isEmpty() || $profile->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
diff --git a/app/controllers/api/users.php b/app/controllers/api/users.php
index c6c8207e21..20266d1fda 100644
--- a/app/controllers/api/users.php
+++ b/app/controllers/api/users.php
@@ -66,6 +66,7 @@ App::post('/v1/users')
                 'sessions' => [],
                 'tokens' => [],
                 'memberships' => [],
+                'deleted' => false
             ]));
         } catch (Duplicate $th) {
             throw new Exception('Account already exists', 409);
@@ -106,13 +107,17 @@ App::get('/v1/users')
         if (!empty($after)) {
             $afterUser = $dbForInternal->getDocument('users', $after);
 
-            if ($afterUser->isEmpty()) {
+            if ($afterUser->isEmpty() || $afterUser->getAttribute('deleted')) {
                 throw new Exception('User for after not found', 400);
             }
         }
 
-        $results = $dbForInternal->find('users', [], $limit, $offset, [], [$orderType], $afterUser ?? null);
-        $sum = $dbForInternal->count('users', [], APP_LIMIT_COUNT);
+        $results = $dbForInternal->find('users', [
+            new Query('deleted', Query::TYPE_EQUAL, [false]),
+        ], $limit, $offset, [], [$orderType], $afterUser ?? null);
+        $sum = $dbForInternal->count('users', [
+            new Query('deleted', Query::TYPE_EQUAL, [false]),
+        ], APP_LIMIT_COUNT);
         
         $usage
             ->setParam('users.read', 1)
@@ -146,7 +151,7 @@ App::get('/v1/users/:userId')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -178,7 +183,7 @@ App::get('/v1/users/:userId/prefs')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -214,7 +219,7 @@ App::get('/v1/users/:userId/sessions')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -266,7 +271,7 @@ App::get('/v1/users/:userId/logs')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -374,7 +379,7 @@ App::patch('/v1/users/:userId/status')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -410,7 +415,7 @@ App::patch('/v1/users/:userId/verification')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -446,7 +451,7 @@ App::patch('/v1/users/:userId/name')
         
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -485,7 +490,7 @@ App::patch('/v1/users/:userId/password')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -525,7 +530,7 @@ App::patch('/v1/users/:userId/email')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -569,7 +574,7 @@ App::patch('/v1/users/:userId/prefs')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -606,7 +611,7 @@ App::delete('/v1/users/:userId/sessions/:sessionId')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -661,7 +666,7 @@ App::delete('/v1/users/:userId/sessions')
 
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
@@ -710,13 +715,17 @@ App::delete('/v1/users/:userId')
         
         $user = $dbForInternal->getDocument('users', $userId);
 
-        if ($user->isEmpty()) {
+        if ($user->isEmpty() || $user->getAttribute('deleted')) {
             throw new Exception('User not found', 404);
         }
 
-        if (!$dbForInternal->deleteDocument('users', $userId)) {
-            throw new Exception('Failed to remove user from DB', 500);
-        }
+        $emptyUser = clone $user;
+        $emptyUser->setAttribute("name", null);
+        $emptyUser->setAttribute("email", null);
+        $emptyUser->setAttribute("password", null);
+        $emptyUser->setAttribute("deleted", true);
+
+        $dbForInternal->updateDocument('users', $userId, $emptyUser);
 
         $deletes
             ->setParam('type', DELETE_TYPE_DOCUMENT)
diff --git a/composer.lock b/composer.lock
index 8dac7bcc6d..c319daa5a3 100644
--- a/composer.lock
+++ b/composer.lock
@@ -248,16 +248,16 @@
         },
         {
             "name": "chillerlan/php-settings-container",
-            "version": "2.1.1",
+            "version": "2.1.2",
             "source": {
                 "type": "git",
                 "url": "https://github.com/chillerlan/php-settings-container.git",
-                "reference": "98ccc1b31b31a53bcb563465c4961879b2b93096"
+                "reference": "ec834493a88682dd69652a1eeaf462789ed0c5f5"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/chillerlan/php-settings-container/zipball/98ccc1b31b31a53bcb563465c4961879b2b93096",
-                "reference": "98ccc1b31b31a53bcb563465c4961879b2b93096",
+                "url": "https://api.github.com/repos/chillerlan/php-settings-container/zipball/ec834493a88682dd69652a1eeaf462789ed0c5f5",
+                "reference": "ec834493a88682dd69652a1eeaf462789ed0c5f5",
                 "shasum": ""
             },
             "require": {
@@ -307,7 +307,7 @@
                     "type": "ko_fi"
                 }
             ],
-            "time": "2021-01-06T15:57:03+00:00"
+            "time": "2021-09-06T15:17:01+00:00"
         },
         {
             "name": "colinmollenhour/credis",
@@ -355,16 +355,16 @@
         },
         {
             "name": "composer/package-versions-deprecated",
-            "version": "1.11.99.3",
+            "version": "1.11.99.4",
             "source": {
                 "type": "git",
                 "url": "https://github.com/composer/package-versions-deprecated.git",
-                "reference": "fff576ac850c045158a250e7e27666e146e78d18"
+                "reference": "b174585d1fe49ceed21928a945138948cb394600"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/composer/package-versions-deprecated/zipball/fff576ac850c045158a250e7e27666e146e78d18",
-                "reference": "fff576ac850c045158a250e7e27666e146e78d18",
+                "url": "https://api.github.com/repos/composer/package-versions-deprecated/zipball/b174585d1fe49ceed21928a945138948cb394600",
+                "reference": "b174585d1fe49ceed21928a945138948cb394600",
                 "shasum": ""
             },
             "require": {
@@ -408,7 +408,7 @@
             "description": "Composer plugin that provides efficient querying for installed package versions (no runtime IO)",
             "support": {
                 "issues": "https://github.com/composer/package-versions-deprecated/issues",
-                "source": "https://github.com/composer/package-versions-deprecated/tree/1.11.99.3"
+                "source": "https://github.com/composer/package-versions-deprecated/tree/1.11.99.4"
             },
             "funding": [
                 {
@@ -424,7 +424,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2021-08-17T13:49:14+00:00"
+            "time": "2021-09-13T08:41:34+00:00"
         },
         {
             "name": "dragonmantank/cron-expression",
@@ -3383,16 +3383,16 @@
         },
         {
             "name": "nikic/php-parser",
-            "version": "v4.12.0",
+            "version": "v4.13.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/nikic/PHP-Parser.git",
-                "reference": "6608f01670c3cc5079e18c1dab1104e002579143"
+                "reference": "50953a2691a922aa1769461637869a0a2faa3f53"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/nikic/PHP-Parser/zipball/6608f01670c3cc5079e18c1dab1104e002579143",
-                "reference": "6608f01670c3cc5079e18c1dab1104e002579143",
+                "url": "https://api.github.com/repos/nikic/PHP-Parser/zipball/50953a2691a922aa1769461637869a0a2faa3f53",
+                "reference": "50953a2691a922aa1769461637869a0a2faa3f53",
                 "shasum": ""
             },
             "require": {
@@ -3433,9 +3433,9 @@
             ],
             "support": {
                 "issues": "https://github.com/nikic/PHP-Parser/issues",
-                "source": "https://github.com/nikic/PHP-Parser/tree/v4.12.0"
+                "source": "https://github.com/nikic/PHP-Parser/tree/v4.13.0"
             },
-            "time": "2021-07-21T10:44:31+00:00"
+            "time": "2021-09-20T12:20:58+00:00"
         },
         {
             "name": "openlss/lib-array2xml",
@@ -3712,16 +3712,16 @@
         },
         {
             "name": "phpdocumentor/type-resolver",
-            "version": "1.4.0",
+            "version": "1.5.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/phpDocumentor/TypeResolver.git",
-                "reference": "6a467b8989322d92aa1c8bf2bebcc6e5c2ba55c0"
+                "reference": "30f38bffc6f24293dadd1823936372dfa9e86e2f"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/phpDocumentor/TypeResolver/zipball/6a467b8989322d92aa1c8bf2bebcc6e5c2ba55c0",
-                "reference": "6a467b8989322d92aa1c8bf2bebcc6e5c2ba55c0",
+                "url": "https://api.github.com/repos/phpDocumentor/TypeResolver/zipball/30f38bffc6f24293dadd1823936372dfa9e86e2f",
+                "reference": "30f38bffc6f24293dadd1823936372dfa9e86e2f",
                 "shasum": ""
             },
             "require": {
@@ -3729,7 +3729,8 @@
                 "phpdocumentor/reflection-common": "^2.0"
             },
             "require-dev": {
-                "ext-tokenizer": "*"
+                "ext-tokenizer": "*",
+                "psalm/phar": "^4.8"
             },
             "type": "library",
             "extra": {
@@ -3755,39 +3756,39 @@
             "description": "A PSR-5 based resolver of Class names, Types and Structural Element Names",
             "support": {
                 "issues": "https://github.com/phpDocumentor/TypeResolver/issues",
-                "source": "https://github.com/phpDocumentor/TypeResolver/tree/1.4.0"
+                "source": "https://github.com/phpDocumentor/TypeResolver/tree/1.5.0"
             },
-            "time": "2020-09-17T18:55:26+00:00"
+            "time": "2021-09-17T15:28:14+00:00"
         },
         {
             "name": "phpspec/prophecy",
-            "version": "1.13.0",
+            "version": "1.14.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/phpspec/prophecy.git",
-                "reference": "be1996ed8adc35c3fd795488a653f4b518be70ea"
+                "reference": "d86dfc2e2a3cd366cee475e52c6bb3bbc371aa0e"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/phpspec/prophecy/zipball/be1996ed8adc35c3fd795488a653f4b518be70ea",
-                "reference": "be1996ed8adc35c3fd795488a653f4b518be70ea",
+                "url": "https://api.github.com/repos/phpspec/prophecy/zipball/d86dfc2e2a3cd366cee475e52c6bb3bbc371aa0e",
+                "reference": "d86dfc2e2a3cd366cee475e52c6bb3bbc371aa0e",
                 "shasum": ""
             },
             "require": {
                 "doctrine/instantiator": "^1.2",
-                "php": "^7.2 || ~8.0, <8.1",
+                "php": "^7.2 || ~8.0, <8.2",
                 "phpdocumentor/reflection-docblock": "^5.2",
                 "sebastian/comparator": "^3.0 || ^4.0",
                 "sebastian/recursion-context": "^3.0 || ^4.0"
             },
             "require-dev": {
-                "phpspec/phpspec": "^6.0",
+                "phpspec/phpspec": "^6.0 || ^7.0",
                 "phpunit/phpunit": "^8.0 || ^9.0"
             },
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "1.11.x-dev"
+                    "dev-master": "1.x-dev"
                 }
             },
             "autoload": {
@@ -3822,29 +3823,29 @@
             ],
             "support": {
                 "issues": "https://github.com/phpspec/prophecy/issues",
-                "source": "https://github.com/phpspec/prophecy/tree/1.13.0"
+                "source": "https://github.com/phpspec/prophecy/tree/1.14.0"
             },
-            "time": "2021-03-17T13:42:18+00:00"
+            "time": "2021-09-10T09:02:12+00:00"
         },
         {
             "name": "phpunit/php-code-coverage",
-            "version": "9.2.6",
+            "version": "9.2.7",
             "source": {
                 "type": "git",
                 "url": "https://github.com/sebastianbergmann/php-code-coverage.git",
-                "reference": "f6293e1b30a2354e8428e004689671b83871edde"
+                "reference": "d4c798ed8d51506800b441f7a13ecb0f76f12218"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/sebastianbergmann/php-code-coverage/zipball/f6293e1b30a2354e8428e004689671b83871edde",
-                "reference": "f6293e1b30a2354e8428e004689671b83871edde",
+                "url": "https://api.github.com/repos/sebastianbergmann/php-code-coverage/zipball/d4c798ed8d51506800b441f7a13ecb0f76f12218",
+                "reference": "d4c798ed8d51506800b441f7a13ecb0f76f12218",
                 "shasum": ""
             },
             "require": {
                 "ext-dom": "*",
                 "ext-libxml": "*",
                 "ext-xmlwriter": "*",
-                "nikic/php-parser": "^4.10.2",
+                "nikic/php-parser": "^4.12.0",
                 "php": ">=7.3",
                 "phpunit/php-file-iterator": "^3.0.3",
                 "phpunit/php-text-template": "^2.0.2",
@@ -3893,7 +3894,7 @@
             ],
             "support": {
                 "issues": "https://github.com/sebastianbergmann/php-code-coverage/issues",
-                "source": "https://github.com/sebastianbergmann/php-code-coverage/tree/9.2.6"
+                "source": "https://github.com/sebastianbergmann/php-code-coverage/tree/9.2.7"
             },
             "funding": [
                 {
@@ -3901,7 +3902,7 @@
                     "type": "github"
                 }
             ],
-            "time": "2021-03-28T07:26:59+00:00"
+            "time": "2021-09-17T05:39:03+00:00"
         },
         {
             "name": "phpunit/php-file-iterator",
@@ -5313,16 +5314,16 @@
         },
         {
             "name": "symfony/console",
-            "version": "v5.3.6",
+            "version": "v5.3.7",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/console.git",
-                "reference": "51b71afd6d2dc8f5063199357b9880cea8d8bfe2"
+                "reference": "8b1008344647462ae6ec57559da166c2bfa5e16a"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/console/zipball/51b71afd6d2dc8f5063199357b9880cea8d8bfe2",
-                "reference": "51b71afd6d2dc8f5063199357b9880cea8d8bfe2",
+                "url": "https://api.github.com/repos/symfony/console/zipball/8b1008344647462ae6ec57559da166c2bfa5e16a",
+                "reference": "8b1008344647462ae6ec57559da166c2bfa5e16a",
                 "shasum": ""
             },
             "require": {
@@ -5392,7 +5393,7 @@
                 "terminal"
             ],
             "support": {
-                "source": "https://github.com/symfony/console/tree/v5.3.6"
+                "source": "https://github.com/symfony/console/tree/v5.3.7"
             },
             "funding": [
                 {
@@ -5408,7 +5409,7 @@
                     "type": "tidelift"
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@@ -6015,16 +6016,16 @@
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