diff --git a/backend/pom.xml b/backend/pom.xml
index 40c904c63..784df2259 100644
--- a/backend/pom.xml
+++ b/backend/pom.xml
@@ -5,7 +5,7 @@
     <parent>
         <groupId>org.springframework.boot</groupId>
         <artifactId>spring-boot-starter-parent</artifactId>
-        <version>3.1.0</version>
+        <version>3.1.1</version>
         <relativePath/>
     </parent>
     <groupId>pt.ulisboa.tecnico.socialsoftware</groupId>
diff --git a/fraud-service/requirements.txt b/fraud-service/requirements.txt
index 01c1e4c68..ee582be57 100644
--- a/fraud-service/requirements.txt
+++ b/fraud-service/requirements.txt
@@ -32,7 +32,7 @@ pytz==2021.1
 requests==2.31.0
 retrying==1.3.3
 ruamel_yaml==0.15.87
-scipy==1.6.2
+scipy==1.10.0
 setuptools==65.5.1
 six==1.15.0
 sqlalchemy==1.4.23
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 786210523..57086706e 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -78,6 +78,15 @@
         "npm": ">=8.1.2"
       }
     },
+    "node_modules/@aashutoshrathi/word-wrap": {
+      "version": "1.2.6",
+      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
+      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/@achrinza/node-ipc": {
       "version": "9.2.6",
       "resolved": "https://registry.npmjs.org/@achrinza/node-ipc/-/node-ipc-9.2.6.tgz",
@@ -106,47 +115,47 @@
       }
     },
     "node_modules/@babel/code-frame": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.21.4.tgz",
-      "integrity": "sha512-LYvhNKfwWSPpocw8GI7gpK2nq3HSDuEPC/uSYaALSJu9xjsalaaYFOq0Pwt5KmVqwEbZlDu81aLXwBOmD/Fv9g==",
+      "version": "7.22.5",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.5.tgz",
+      "integrity": "sha512-Xmwn266vad+6DAqEB2A6V/CcZVp62BbwVmcOJc2RPuwih1kw02TjQvWVWlcKGbBPd+8/0V5DEkOcizRGYsspYQ==",
       "dev": true,
       "dependencies": {
-        "@babel/highlight": "^7.18.6"
+        "@babel/highlight": "^7.22.5"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/compat-data": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.21.4.tgz",
-      "integrity": "sha512-/DYyDpeCfaVinT40FPGdkkb+lYSKvsVuMjDAG7jPOWWiM1ibOaB9CXJAlc4d1QpP/U2q2P9jbrSlClKSErd55g==",
+      "version": "7.22.6",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.22.6.tgz",
+      "integrity": "sha512-29tfsWTq2Ftu7MXmimyC0C5FDZv5DYxOZkh3XD3+QW4V/BYuv/LyEsjj3c0hqedEaDt6DBfDvexMKU8YevdqFg==",
       "dev": true,
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/core": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.21.4.tgz",
-      "integrity": "sha512-qt/YV149Jman/6AfmlxJ04LMIu8bMoyl3RB91yTFrxQmgbrSvQMy7cI8Q62FHx1t8wJ8B5fu0UDoLwHAhUo1QA==",
+      "version": "7.22.8",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.22.8.tgz",
+      "integrity": "sha512-75+KxFB4CZqYRXjx4NlR4J7yGvKumBuZTmV4NV6v09dVXXkuYVYLT68N6HCzLvfJ+fWCxQsntNzKwwIXL4bHnw==",
       "dev": true,
       "dependencies": {
         "@ampproject/remapping": "^2.2.0",
-        "@babel/code-frame": "^7.21.4",
-        "@babel/generator": "^7.21.4",
-        "@babel/helper-compilation-targets": "^7.21.4",
-        "@babel/helper-module-transforms": "^7.21.2",
-        "@babel/helpers": "^7.21.0",
-        "@babel/parser": "^7.21.4",
-        "@babel/template": "^7.20.7",
-        "@babel/traverse": "^7.21.4",
-        "@babel/types": "^7.21.4",
+        "@babel/code-frame": "^7.22.5",
+        "@babel/generator": "^7.22.7",
+        "@babel/helper-compilation-targets": "^7.22.6",
+        "@babel/helper-module-transforms": "^7.22.5",
+        "@babel/helpers": "^7.22.6",
+        "@babel/parser": "^7.22.7",
+        "@babel/template": "^7.22.5",
+        "@babel/traverse": "^7.22.8",
+        "@babel/types": "^7.22.5",
+        "@nicolo-ribaudo/semver-v6": "^6.3.3",
         "convert-source-map": "^1.7.0",
         "debug": "^4.1.0",
         "gensync": "^1.0.0-beta.2",
-        "json5": "^2.2.2",
-        "semver": "^6.3.0"
+        "json5": "^2.2.2"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -157,12 +166,12 @@
       }
     },
     "node_modules/@babel/generator": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.21.4.tgz",
-      "integrity": "sha512-NieM3pVIYW2SwGzKoqfPrQsf4xGs9M9AIG3ThppsSRmO+m7eQhmI6amajKMUeIO37wFfsvnvcxQFx6x6iqxDnA==",
+      "version": "7.22.7",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.22.7.tgz",
+      "integrity": "sha512-p+jPjMG+SI8yvIaxGgeW24u7q9+5+TGpZh8/CuB7RhBKd7RCy8FayNEFNNKrNK/eUcY/4ExQqLmyrvBXKsIcwQ==",
       "dev": true,
       "dependencies": {
-        "@babel/types": "^7.21.4",
+        "@babel/types": "^7.22.5",
         "@jridgewell/gen-mapping": "^0.3.2",
         "@jridgewell/trace-mapping": "^0.3.17",
         "jsesc": "^2.5.1"
@@ -172,41 +181,40 @@
       }
     },
     "node_modules/@babel/helper-annotate-as-pure": {
-      "version": "7.18.6",
-      "resolved": "https://registry.npmjs.org/@babel/helper-annotate-as-pure/-/helper-annotate-as-pure-7.18.6.tgz",
-      "integrity": "sha512-duORpUiYrEpzKIop6iNbjnwKLAKnJ47csTyRACyEmWj0QdUrm5aqNJGHSSEQSUAvNW0ojX0dOmK9dZduvkfeXA==",
+      "version": "7.22.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-annotate-as-pure/-/helper-annotate-as-pure-7.22.5.tgz",
+      "integrity": "sha512-LvBTxu8bQSQkcyKOU+a1btnNFQ1dMAd0R6PyW3arXes06F6QLWLIrd681bxRPIXlrMGR3XYnW9JyML7dP3qgxg==",
       "dev": true,
       "dependencies": {
-        "@babel/types": "^7.18.6"
+        "@babel/types": "^7.22.5"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/helper-builder-binary-assignment-operator-visitor": {
-      "version": "7.18.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-builder-binary-assignment-operator-visitor/-/helper-builder-binary-assignment-operator-visitor-7.18.9.tgz",
-      "integrity": "sha512-yFQ0YCHoIqarl8BCRwBL8ulYUaZpz3bNsA7oFepAzee+8/+ImtADXNOmO5vJvsPff3qi+hvpkY/NYBTrBQgdNw==",
+      "version": "7.22.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-builder-binary-assignment-operator-visitor/-/helper-builder-binary-assignment-operator-visitor-7.22.5.tgz",
+      "integrity": "sha512-m1EP3lVOPptR+2DwD125gziZNcmoNSHGmJROKoy87loWUQyJaVXDgpmruWqDARZSmtYQ+Dl25okU8+qhVzuykw==",
       "dev": true,
       "dependencies": {
-        "@babel/helper-explode-assignable-expression": "^7.18.6",
-        "@babel/types": "^7.18.9"
+        "@babel/types": "^7.22.5"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/helper-compilation-targets": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.21.4.tgz",
-      "integrity": "sha512-Fa0tTuOXZ1iL8IeDFUWCzjZcn+sJGd9RZdH9esYVjEejGmzf+FFYQpMi/kZUk2kPy/q1H3/GPw7np8qar/stfg==",
+      "version": "7.22.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.22.6.tgz",
+      "integrity": "sha512-534sYEqWD9VfUm3IPn2SLcH4Q3P86XL+QvqdC7ZsFrzyyPF3T4XGiVghF6PTYNdWg6pXuoqXxNQAhbYeEInTzA==",
       "dev": true,
       "dependencies": {
-        "@babel/compat-data": "^7.21.4",
-        "@babel/helper-validator-option": "^7.21.0",
-        "browserslist": "^4.21.3",
-        "lru-cache": "^5.1.1",
-        "semver": "^6.3.0"
+        "@babel/compat-data": "^7.22.6",
+        "@babel/helper-validator-option": "^7.22.5",
+        "@nicolo-ribaudo/semver-v6": "^6.3.3",
+        "browserslist": "^4.21.9",
+        "lru-cache": "^5.1.1"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -216,19 +224,20 @@
       }
     },
     "node_modules/@babel/helper-create-class-features-plugin": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/helper-create-class-features-plugin/-/helper-create-class-features-plugin-7.21.4.tgz",
-      "integrity": "sha512-46QrX2CQlaFRF4TkwfTt6nJD7IHq8539cCL7SDpqWSDeJKY1xylKKY5F/33mJhLZ3mFvKv2gGrVS6NkyF6qs+Q==",
+      "version": "7.22.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-create-class-features-plugin/-/helper-create-class-features-plugin-7.22.6.tgz",
+      "integrity": "sha512-iwdzgtSiBxF6ni6mzVnZCF3xt5qE6cEA0J7nFt8QOAWZ0zjCFceEgpn3vtb2V7WFR6QzP2jmIFOHMTRo7eNJjQ==",
       "dev": true,
       "dependencies": {
-        "@babel/helper-annotate-as-pure": "^7.18.6",
-        "@babel/helper-environment-visitor": "^7.18.9",
-        "@babel/helper-function-name": "^7.21.0",
-        "@babel/helper-member-expression-to-functions": "^7.21.0",
-        "@babel/helper-optimise-call-expression": "^7.18.6",
-        "@babel/helper-replace-supers": "^7.20.7",
-        "@babel/helper-skip-transparent-expression-wrappers": "^7.20.0",
-        "@babel/helper-split-export-declaration": "^7.18.6"
+        "@babel/helper-annotate-as-pure": "^7.22.5",
+        "@babel/helper-environment-visitor": "^7.22.5",
+        "@babel/helper-function-name": "^7.22.5",
+        "@babel/helper-member-expression-to-functions": "^7.22.5",
+        "@babel/helper-optimise-call-expression": "^7.22.5",
+        "@babel/helper-replace-supers": "^7.22.5",
+        "@babel/helper-skip-transparent-expression-wrappers": "^7.22.5",
+        "@babel/helper-split-export-declaration": "^7.22.6",
+        "@nicolo-ribaudo/semver-v6": "^6.3.3"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -238,12 +247,13 @@
       }
     },
     "node_modules/@babel/helper-create-regexp-features-plugin": {
-      "version": "7.21.4",
-      "resolved": "https://registry.npmjs.org/@babel/helper-create-regexp-features-plugin/-/helper-create-regexp-features-plugin-7.21.4.tgz",
-      "integrity": "sha512-M00OuhU+0GyZ5iBBN9czjugzWrEq2vDpf/zCYHxxf93ul/Q5rv+a5h+/+0WnI1AebHNVtl5bFV0qsJoH23DbfA==",
+      "version": "7.22.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-create-regexp-features-plugin/-/helper-create-regexp-features-plugin-7.22.6.tgz",
+      "integrity": "sha512-nBookhLKxAWo/TUCmhnaEJyLz2dekjQvv5SRpE9epWQBcpedWLKt8aZdsuT9XV5ovzR3fENLjRXVT0GsSlGGhA==",
       "dev": true,
       "dependencies": {
-        "@babel/helper-annotate-as-pure": "^7.18.6",
+        "@babel/helper-annotate-as-pure": "^7.22.5",
+        "@nicolo-ribaudo/semver-v6": "^6.3.3",
         "regexpu-core": "^5.3.1"
       },
       "engines": {
@@ -254,142 +264,129 @@
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     },
     "node_modules/@babel/helper-define-polyfill-provider": {
-      "version": "0.3.3",
-      "resolved": "https://registry.npmjs.org/@babel/helper-define-polyfill-provider/-/helper-define-polyfill-provider-0.3.3.tgz",
-      "integrity": "sha512-z5aQKU4IzbqCC1XH0nAqfsFLMVSo22SBKUc0BxGrLkolTdPTructy0ToNnlO2zA4j9Q/7pjMZf0DSY+DSTYzww==",
+      "version": "0.4.1",
+      "resolved": "https://registry.npmjs.org/@babel/helper-define-polyfill-provider/-/helper-define-polyfill-provider-0.4.1.tgz",
+      "integrity": "sha512-kX4oXixDxG197yhX+J3Wp+NpL2wuCFjWQAr6yX2jtCnflK9ulMI51ULFGIrWiX1jGfvAxdHp+XQCcP2bZGPs9A==",
       "dev": true,
       "dependencies": {
-        "@babel/helper-compilation-targets": "^7.17.7",
-        "@babel/helper-plugin-utils": "^7.16.7",
+        "@babel/helper-compilation-targets": "^7.22.6",
+        "@babel/helper-plugin-utils": "^7.22.5",
         "debug": "^4.1.1",
         "lodash.debounce": "^4.0.8",
-        "resolve": "^1.14.2",
-        "semver": "^6.1.2"
+        "resolve": "^1.14.2"
       },
       "peerDependencies": {
         "@babel/core": "^7.4.0-0"
       }
     },
     "node_modules/@babel/helper-environment-visitor": {
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-      "version": "7.18.6",
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-        "@babel/types": "^7.21.0"
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