Update classification.py

classification.py

@@ -4,7 +4,95 @@ from sentence_transformers import SentenceTransformer, util
 import numpy as np
 import torch
 
-### Functions needed for Classfication
+
+# Categories
+categories = [
+{
+  "topic": "Confidentiality and Privacy Protection",
+  "description": "This topic covers the protection of confidentiality, privacy, and integrity in security systems. It also includes authentication and authorization processes.",
+  "experts": ["Mireille"]
+},
+{
+  "topic": "Distributed Trust and End-User Trust Models",
+  "description": "This topic focuses on distributed trust models and how end-users establish trust in secure systems.",
+  "experts": ["Mireille", "Khawla"]
+},
+{
+  "topic": "Secure Element and Key Provisioning",
+  "description": "This topic involves the secure element in systems and the process of key provisioning.",
+  "experts": ["Mireille"]
+},
+{
+  "topic": "Residential Gateway Security",
+  "description": "This topic covers the security aspects of Residential Gateways.",
+  "experts": ["Mireille"]
+},
+{
+  "topic": "Standalone Non-Public Network (SNPN) Inter-Connection and Cybersecurity",
+  "description": "This topic focuses on the inter-connection of Standalone Non-Public Networks and related cyber-security topics.",
+  "experts": ["Khawla"]
+},
+{
+  "topic": "Distributed Ledger and Blockchain in SNPN",
+  "description": "This topic covers the use of distributed ledger technology and blockchain in securing Standalone Non-Public Networks.",
+  "experts": ["Khawla"]
+},
+{
+  "topic": "Distributed Networks and Communication",
+  "description": "This topic involves distributed networks such as mesh networks, ad-hoc networks, and multi-hop networks, and their cyber-security aspects.",
+  "experts": ["Guillaume"]
+},
+{
+  "topic": "Swarm of Drones and Unmanned Aerial Vehicles Network Infrastructure",
+  "description": "This topic covers the network infrastructure deployed by Swarm of Drones and Unmanned Aerial Vehicles.",
+  "experts": ["Guillaume"]
+},
+{
+  "topic": "USIM and Over-the-Air Services",
+  "description": "This topic involves USIM and related over-the-air services such as Steering of Roaming, roaming services, network selection, and UE configuration.",
+  "experts": ["Vincent"]
+},
+{
+  "topic": "Eco-Design and Societal Impact of Technology",
+  "description": "This topic covers eco-design concepts, including energy saving, energy efficiency, carbon emissions, and the societal impact of technology.",
+  "experts": ["Pierre"]
+},
+{
+  "topic": "Service Requirements of New Services",
+  "description": "This topic involves defining service requirements for new services, detecting low signals of new trends and technologies, and assessing their impact on USIM services or over-the-air services.",
+  "experts": ["Ly-Thanh"]
+},
+{
+  "topic": "Satellite and Non Terrestrial Networks",
+  "description": "This topic covers satellite networks, Non Terrestrial Networks, Private Networks, IoT, Inter Satellite communication, and Radio Access Network.",
+  "experts": ["Nicolas"]
+},
+{
+  "topic": "Public Safety and Emergency Communication",
+  "description": "This topic involves Public Safety Communication, Military Communication, Emergency Calls, Emergency Services, Disaster Communication Access, and other related areas.",
+  "experts": ["Dorin"]
+},
+{
+    "topic": "Identifying the Human User of a Subscription",
+    "description": "This topic involves methods and processes for identifying the human user associated with a subscription.",
+    "experts": ["Kumar"]  # Les experts pour cette catégorie ne sont pas spécifiés
+},
+{
+    "topic": "Authentication and Authorization of Users and Restrictions on Users",
+    "description": "This topic covers authentication and authorization processes, as well as restrictions imposed on users.",
+    "experts": ["Kumar"]  # Les experts pour cette catégorie ne sont pas spécifiés
+},
+{
+    "topic": "Exposure of User Identity Profile Information",
+    "description": "This topic involves the exposure of user identity profile information and its security implications.",
+    "experts": ["Kumar"]  # Les experts pour cette catégorie ne sont pas spécifiés
+},
+{
+    "topic": "Identifying non-3GPP Devices Connecting behind a UE or 5G-RG",
+    "description": "This topic involves identifying non-3GPP devices connecting behind a UE (User Equipment) or 5G-RG (5G Residential Gateway).",
+    "experts": ["Kumar"]  # Les experts pour cette catégorie ne sont pas spécifiés
+}
+]
 
 def addCategories(df,df_all):
     categories = df.to_dict("records")