diff --git a/rules/windows/defense_evasion_wsl_bash_exec.toml b/rules/windows/defense_evasion_wsl_bash_exec.toml
index 61f2a435f..06ddbf82b 100644
--- a/rules/windows/defense_evasion_wsl_bash_exec.toml
+++ b/rules/windows/defense_evasion_wsl_bash_exec.toml
@@ -2,7 +2,7 @@
 creation_date = "2023/01/13"
 integration = ["endpoint", "windows"]
 maturity = "production"
-updated_date = "2023/06/22"
+updated_date = "2023/12/21"
 min_stack_comments = "New fields added: required_fields, related_integrations, setup"
 min_stack_version = "8.3.0"
 
@@ -22,23 +22,31 @@ references = [
     "https://lolbas-project.github.io/lolbas/OtherMSBinaries/Wsl/",
     "https://blog.qualys.com/vulnerabilities-threat-research/2022/03/22/implications-of-windows-subsystem-for-linux-for-adversaries-defenders-part-1"
 ]
-risk_score = 47
+risk_score = 21
 rule_id = "3e0eeb75-16e8-4f2f-9826-62461ca128b7"
-severity = "medium"
+severity = "low"
 tags = ["Domain: Endpoint", "OS: Windows", "Use Case: Threat Detection", "Tactic: Execution", "Tactic: Defense Evasion", "Data Source: Elastic Endgame", "Data Source: Elastic Defend"]
 timestamp_override = "event.ingested"
 type = "eql"
 
 query = '''
 process where host.os.type == "windows" and event.type : "start" and
- (
-  ((process.executable : "?:\\Windows\\System32\\bash.exe" or process.pe.original_file_name == "Bash.exe") and 
-  not process.command_line : ("bash", "bash.exe")) or 
-  process.executable : "?:\\Users\\*\\AppData\\Local\\Packages\\*\\rootfs\\usr\\bin\\bash" or 
-  (process.parent.name : "wsl.exe" and process.parent.command_line : "bash*" and not process.name : "wslhost.exe") or 
-  (process.name : "wsl.exe" and process.args : ("curl", "/etc/shadow", "/etc/passwd", "cat","--system", "root", "-e", "--exec", "bash", "/mnt/c/*"))
+  (
+    (
+      (process.executable : "?:\\Windows\\System32\\bash.exe" or process.pe.original_file_name == "Bash.exe") and 
+      not process.command_line : ("bash", "bash.exe")
+    ) or 
+    process.executable : "?:\\Users\\*\\AppData\\Local\\Packages\\*\\rootfs\\usr\\bin\\bash" or 
+    (
+      process.parent.name : "wsl.exe" and process.parent.command_line : "bash*" and not process.name : "wslhost.exe"
+    ) or 
+    (
+      process.name : "wsl.exe" and process.args : (
+        "curl", "/etc/shadow", "/etc/passwd", "cat", "--system", "root", "-e", "--exec", "bash", "/mnt/c/*"
+      ) and not process.args : ("wsl-bootstrap", "docker-desktop-data", "*.vscode-server*")
+    )
   ) and 
-  not process.parent.executable : ("?:\\Program Files\\Docker\\*.exe", "?:\\Program Files (x86)\\Docker\\*.exe")
+    not process.parent.executable : ("?:\\Program Files\\Docker\\*.exe", "?:\\Program Files (x86)\\Docker\\*.exe")
 '''
 
 
diff --git a/rules/windows/defense_evasion_wsl_child_process.toml b/rules/windows/defense_evasion_wsl_child_process.toml
index dd8781f18..cf82698d6 100644
--- a/rules/windows/defense_evasion_wsl_child_process.toml
+++ b/rules/windows/defense_evasion_wsl_child_process.toml
@@ -2,7 +2,7 @@
 creation_date = "2023/01/12"
 integration = ["endpoint", "windows"]
 maturity = "production"
-updated_date = "2023/06/22"
+updated_date = "2023/12/21"
 min_stack_comments = "New fields added: required_fields, related_integrations, setup"
 min_stack_version = "8.3.0"
 
@@ -27,19 +27,16 @@ type = "eql"
 
 query = '''
 process where host.os.type == "windows" and event.type : "start" and
- process.parent.executable : 
-    ("?:\\Windows\\System32\\wsl.exe", 
-     "?:\\Program Files*\\WindowsApps\\MicrosoftCorporationII.WindowsSubsystemForLinux_*\\wsl.exe", 
-     "?:\\Windows\\System32\\wslhost.exe", 
-     "?:\\Program Files*\\WindowsApps\\MicrosoftCorporationII.WindowsSubsystemForLinux_*\\wslhost.exe") and 
-  not process.executable : 
-           ("?:\\Windows\\System32\\conhost.exe", 
-            "?:\\Windows\\System32\\lxss\\wslhost.exe", 
-            "?:\\Windows\\Sys*\\wslconfig.exe", 
-            "?:\\Program Files*\\WindowsApps\\MicrosoftCorporationII.WindowsSubsystemForLinux_*\\wsl*.exe", 
-            "?:\\Windows\\System32\\WerFault.exe", 
-            "?:\\Program Files\\*", 
-            "?:\\Program Files (x86)\\*")
+  process.parent.name : ("wsl.exe", "wslhost.exe") and
+  not process.executable : (
+        "?:\\Program Files (x86)\\*",
+        "?:\\Program Files\\*",
+        "?:\\Program Files*\\WindowsApps\\MicrosoftCorporationII.WindowsSubsystemForLinux_*\\wsl*.exe",
+        "?:\\Windows\\System32\\conhost.exe",
+        "?:\\Windows\\System32\\lxss\\wslhost.exe",
+        "?:\\Windows\\System32\\WerFault.exe",
+        "?:\\Windows\\Sys*\\wslconfig.exe"
+  )
 '''
 
 
diff --git a/rules/windows/discovery_admin_recon.toml b/rules/windows/discovery_admin_recon.toml
index 885890710..63e1b81b4 100644
--- a/rules/windows/discovery_admin_recon.toml
+++ b/rules/windows/discovery_admin_recon.toml
@@ -4,7 +4,7 @@ integration = ["endpoint", "windows"]
 maturity = "production"
 min_stack_comments = "New fields added: required_fields, related_integrations, setup"
 min_stack_version = "8.3.0"
-updated_date = "2023/10/23"
+updated_date = "2023/12/21"
 
 [rule]
 author = ["Elastic"]
@@ -75,18 +75,20 @@ type = "eql"
 query = '''
 process where host.os.type == "windows" and event.type == "start" and
 (
-  (((process.name : "net.exe" or process.pe.original_file_name == "net.exe") or
-    ((process.name : "net1.exe" or process.pe.original_file_name == "net1.exe") and
-        not process.parent.name : "net.exe")) and
-   process.args : ("group", "user", "localgroup") and
-   process.args : ("*admin*", "Domain Admins", "Remote Desktop Users", "Enterprise Admins", "Organization Management") and
-   not process.args : "/add")
-
-   or
-
-  ((process.name : "wmic.exe" or process.pe.original_file_name == "wmic.exe") and
-     process.args : ("group", "useraccount"))
-) and not user.id in ("S-1-5-18", "S-1-5-19", "S-1-5-20")
+  (
+    (
+      (process.name : "net.exe" or process.pe.original_file_name == "net.exe") or
+      ((process.name : "net1.exe" or process.pe.original_file_name == "net1.exe") and not process.parent.name : "net.exe")
+    ) and
+    process.args : ("group", "user", "localgroup") and
+    process.args : ("*admin*", "Domain Admins", "Remote Desktop Users", "Enterprise Admins", "Organization Management")
+    and not process.args : ("/add", "/delete")
+  ) or
+  (
+    (process.name : "wmic.exe" or process.pe.original_file_name == "wmic.exe") and
+    process.args : ("group", "useraccount")
+  )
+) and not user.id : ("S-1-5-18", "S-1-5-19", "S-1-5-20")
 '''
 
 [[rule.threat]]
diff --git a/rules/windows/discovery_command_system_account.toml b/rules/windows/discovery_command_system_account.toml
index 0b1d7512b..248c6ad92 100644
--- a/rules/windows/discovery_command_system_account.toml
+++ b/rules/windows/discovery_command_system_account.toml
@@ -4,7 +4,7 @@ integration = ["endpoint", "windows"]
 maturity = "production"
 min_stack_comments = "New fields added: required_fields, related_integrations, setup"
 min_stack_version = "8.3.0"
-updated_date = "2023/10/23"
+updated_date = "2023/12/21"
 
 [rule]
 author = ["Elastic"]
@@ -66,8 +66,12 @@ query = '''
 process where host.os.type == "windows" and event.type == "start" and
   (?process.Ext.token.integrity_level_name : "System" or
   ?winlog.event_data.IntegrityLevel : "System") and
-  (process.name : "whoami.exe" or
-  (process.name : "net1.exe" and not process.parent.name : "net.exe"))
+  (
+    process.name : "whoami.exe" or
+    (
+      process.name : "net1.exe" and not process.parent.name : "net.exe" and not process.args : ("start", "stop", "/active:*")
+    )
+  )
 '''
 
 
diff --git a/rules/windows/discovery_posh_suspicious_api_functions.toml b/rules/windows/discovery_posh_suspicious_api_functions.toml
index 0bc58e347..42bd18ef4 100644
--- a/rules/windows/discovery_posh_suspicious_api_functions.toml
+++ b/rules/windows/discovery_posh_suspicious_api_functions.toml
@@ -4,7 +4,7 @@ integration = ["windows"]
 maturity = "production"
 min_stack_comments = "New fields added: required_fields, related_integrations, setup"
 min_stack_version = "8.3.0"
-updated_date = "2023/10/23"
+updated_date = "2023/12/21"
 
 [rule]
 author = ["Elastic"]
@@ -111,7 +111,7 @@ event.category:process and host.os.type:windows and
     NetScheduleJobEnum or
     NetUserModalsGet
   )
-  and not user.id : ("S-1-5-18" or "S-1-5-19")
+  and not file.path : ?\:\\\\ProgramData\\\\Microsoft\\\\Windows?Defender?Advanced?Threat?Protection\\\\DataCollection\\\\*
 '''