feat: add parser support for accepted publickey, pam_faillock, and pam_sss variants

CHANGELOG.md

@@ -7,6 +7,7 @@ All notable user-visible changes should be recorded here.
 ### Added
 
 - Added sanitized golden `report.md` / `report.json` regression fixtures to lock report contracts.
+- Added conservative parser coverage for `Accepted publickey` plus selected `pam_faillock` / `pam_sss` variants.
 
 ### Changed
 

README.md

@@ -58,27 +58,30 @@ LogLens currently detects:
 - One IP trying multiple usernames within 15 minutes
 - Bursty sudo activity from the same user within 5 minutes
 
-LogLens currently parses and reports these additional auth patterns:
-
-- `Failed publickey` SSH failures, which count toward SSH brute-force detection by default
-- `pam_unix(...:auth): authentication failure`
-- `pam_unix(...:session): session opened`
-
-LogLens also tracks parser coverage telemetry for unsupported or malformed lines, including:
+LogLens currently parses and reports these additional auth patterns:
+
+- `Accepted publickey` SSH successes
+- `Failed publickey` SSH failures, which count toward SSH brute-force detection by default
+- `pam_unix(...:auth): authentication failure`
+- `pam_unix(...:session): session opened`
+- selected `pam_faillock(...:auth)` failure variants
+- selected `pam_sss(...:auth)` failure variants
+
+LogLens also tracks parser coverage telemetry for unsupported or malformed lines, including:
 
 - `total_lines`
 - `parsed_lines`
 - `unparsed_lines`
 - `parse_success_rate`
 - `top_unknown_patterns`
 
-LogLens does not currently detect:
-
-- Lateral movement
-- MFA abuse
-- SSH key misuse
-- PAM-specific failures beyond the parsed sample patterns
-- Cross-file or cross-host correlation
+LogLens does not currently detect:
+
+- Lateral movement
+- MFA abuse
+- SSH key misuse
+- Many PAM-specific failures beyond the parsed `pam_unix`, `pam_faillock`, and `pam_sss` sample patterns
+- Cross-file or cross-host correlation
 
 ## Build
 
@@ -194,10 +197,10 @@ Tue 2026-03-10 08:31:18 UTC example-host sshd[2245]: Connection closed by authen
 ## Known Limitations
 
 - `syslog_legacy` requires an explicit year; LogLens does not guess one implicitly.
-- `journalctl_short_full` currently supports `UTC`, `GMT`, `Z`, and numeric timezone offsets, not arbitrary timezone abbreviations.
-- Parser coverage is intentionally narrow and focused on common `sshd`, `sudo`, and `pam_unix` variants.
-- Unsupported lines are surfaced as parser telemetry and warnings, not as detector findings.
-- `pam_unix` auth failures remain lower-confidence by default unless signal mappings explicitly upgrade them.
+- `journalctl_short_full` currently supports `UTC`, `GMT`, `Z`, and numeric timezone offsets, not arbitrary timezone abbreviations.
+- Parser coverage is intentionally narrow and focused on common `sshd`, `sudo`, `pam_unix`, and selected `pam_faillock` / `pam_sss` variants.
+- Unsupported lines are surfaced as parser telemetry and warnings, not as detector findings.
+- `pam_unix` auth failures remain lower-confidence by default unless signal mappings explicitly upgrade them.
 - Detector configuration uses a fixed `config.json` schema rather than partial overrides or alternate config formats.
 - Findings are rule-based triage aids, not incident verdicts or attribution.
 

assets/parser_auth_families_journalctl_short_full.log

@@ -0,0 +1,7 @@
+Wed 2026-03-11 10:00:01 UTC example-host sshd[3100]: Accepted publickey for alice from 203.0.113.70 port 53000 ssh2: ED25519 SHA256:SANITIZEDKEY
+Wed 2026-03-11 10:00:42 UTC example-host pam_faillock(sshd:auth): Consecutive login failures for user alice account temporarily locked from 203.0.113.71
+Wed 2026-03-11 10:01:13 UTC example-host pam_faillock(sshd:auth): Authentication failure for user bob from 203.0.113.72
+Wed 2026-03-11 10:01:54 UTC example-host pam_faillock(sshd:auth): User carol successfully authenticated
+Wed 2026-03-11 10:02:25 UTC example-host pam_sss(sshd:auth): received for user dave: 7 (Authentication failure)
+Wed 2026-03-11 10:02:56 UTC example-host pam_sss(sshd:auth): received for user erin: 10 (User not known to the underlying authentication module)
+Wed 2026-03-11 10:03:27 UTC example-host pam_sss(sshd:auth): received for user frank: 9 (Authentication service cannot retrieve authentication info)

assets/parser_auth_families_syslog.log

@@ -0,0 +1,7 @@
+Mar 11 10:00:01 example-host sshd[2100]: Accepted publickey for alice from 203.0.113.70 port 53000 ssh2: ED25519 SHA256:SANITIZEDKEY
+Mar 11 10:00:42 example-host pam_faillock(sshd:auth): Consecutive login failures for user alice account temporarily locked from 203.0.113.71
+Mar 11 10:01:13 example-host pam_faillock(sshd:auth): Authentication failure for user bob from 203.0.113.72
+Mar 11 10:01:54 example-host pam_faillock(sshd:auth): User carol successfully authenticated
+Mar 11 10:02:25 example-host pam_sss(sshd:auth): received for user dave: 7 (Authentication failure)
+Mar 11 10:02:56 example-host pam_sss(sshd:auth): received for user erin: 10 (User not known to the underlying authentication module)
+Mar 11 10:03:27 example-host pam_sss(sshd:auth): received for user frank: 9 (Authentication service cannot retrieve authentication info)

src/event.hpp

@@ -12,6 +12,7 @@ enum class EventType {
     Unknown,
     SshFailedPassword,
     SshAcceptedPassword,
+    SshAcceptedPublicKey,
     SshInvalidUser,
     SshFailedPublicKey,
     PamAuthFailure,
@@ -37,6 +38,8 @@ inline std::string to_string(EventType type) {
         return "ssh_failed_password";
     case EventType::SshAcceptedPassword:
         return "ssh_accepted_password";
+    case EventType::SshAcceptedPublicKey:
+        return "ssh_accepted_publickey";
     case EventType::SshInvalidUser:
         return "ssh_invalid_user";
     case EventType::SshFailedPublicKey:

src/parser.cpp

@@ -327,6 +327,24 @@ bool parse_ssh_accepted_message(std::string_view message, Event& event) {
     return true;
 }
 
+bool parse_ssh_accepted_publickey_message(std::string_view message, Event& event) {
+    static constexpr std::string_view accepted_prefix = "Accepted publickey for ";
+    if (!message.starts_with(accepted_prefix)) {
+        return false;
+    }
+
+    auto remaining = message.substr(accepted_prefix.size());
+    const auto username = consume_token(remaining);
+    if (username.empty()) {
+        return false;
+    }
+
+    event.username.assign(username);
+    event.source_ip = extract_token_after(message, " from ");
+    event.event_type = EventType::SshAcceptedPublicKey;
+    return true;
+}
+
 bool parse_ssh_failed_publickey_message(std::string_view message, Event& event) {
     static constexpr std::string_view publickey_prefix = "Failed publickey for ";
     if (!message.starts_with(publickey_prefix)) {
@@ -367,6 +385,25 @@ bool parse_ssh_invalid_user_message(std::string_view message, Event& event) {
     return true;
 }
 
+bool parse_pam_named_user_failure_message(std::string_view message,
+                                          std::string_view prefix,
+                                          Event& event) {
+    if (!message.starts_with(prefix)) {
+        return false;
+    }
+
+    auto remaining = message.substr(prefix.size());
+    const auto username = consume_token(remaining);
+    if (username.empty()) {
+        return false;
+    }
+
+    event.username.assign(username);
+    event.source_ip = extract_token_after(message, " from ");
+    event.event_type = EventType::PamAuthFailure;
+    return true;
+}
+
 bool parse_pam_auth_failure_message(std::string_view message, Event& event) {
     static constexpr std::string_view auth_failure_prefix = "authentication failure;";
     if (!message.starts_with(auth_failure_prefix)) {
@@ -379,6 +416,30 @@ bool parse_pam_auth_failure_message(std::string_view message, Event& event) {
     return true;
 }
 
+bool parse_pam_sss_received_failure_message(std::string_view message, Event& event) {
+    static constexpr std::string_view received_prefix = "received for user ";
+    static constexpr std::string_view failure_marker = "(Authentication failure)";
+
+    if (!message.starts_with(received_prefix) || message.find(failure_marker) == std::string_view::npos) {
+        return false;
+    }
+
+    auto remaining = message.substr(received_prefix.size());
+    const auto separator = remaining.find(':');
+    if (separator == std::string_view::npos) {
+        return false;
+    }
+
+    const auto username = trim(remaining.substr(0, separator));
+    if (username.empty()) {
+        return false;
+    }
+
+    event.username.assign(username);
+    event.event_type = EventType::PamAuthFailure;
+    return true;
+}
+
 bool parse_session_opened_message(std::string_view message, Event& event) {
     static constexpr std::string_view session_prefix = "session opened for user ";
     if (!message.starts_with(session_prefix)) {
@@ -423,6 +484,38 @@ bool parse_sudo_message(std::string_view message, Event& event) {
     return true;
 }
 
+bool parse_pam_faillock_message(std::string_view message, Event& event) {
+    if (parse_pam_named_user_failure_message(message, "Consecutive login failures for user ", event)) {
+        return true;
+    }
+
+    if (parse_pam_named_user_failure_message(message, "Authentication failure for user ", event)) {
+        return true;
+    }
+
+    return false;
+}
+
+std::string classify_unknown_pam_faillock_pattern(std::string_view message) {
+    if (message.starts_with("User ") && message.find("successfully authenticated") != std::string_view::npos) {
+        return "pam_faillock_authsucc";
+    }
+
+    return "pam_faillock_other";
+}
+
+std::string classify_unknown_pam_sss_pattern(std::string_view message) {
+    if (message.find("User not known to the underlying authentication module") != std::string_view::npos) {
+        return "pam_sss_unknown_user";
+    }
+
+    if (message.find("Authentication service cannot retrieve authentication info") != std::string_view::npos) {
+        return "pam_sss_authinfo_unavail";
+    }
+
+    return "pam_sss_other";
+}
+
 std::string classify_unknown_auth_pattern(const Event& event) {
     const auto message = std::string_view{event.message};
     if (event.program == "sshd") {
@@ -444,6 +537,14 @@ std::string classify_unknown_auth_pattern(const Event& event) {
         return "pam_unix_other";
     }
 
+    if (event.program.starts_with("pam_faillock(")) {
+        return classify_unknown_pam_faillock_pattern(message);
+    }
+
+    if (event.program.starts_with("pam_sss(")) {
+        return classify_unknown_pam_sss_pattern(message);
+    }
+
     if (event.program == "sudo") {
         return "sudo_other";
     }
@@ -460,6 +561,9 @@ bool classify_event(Event& event) {
         if (parse_ssh_accepted_message(message, event)) {
             return true;
         }
+        if (parse_ssh_accepted_publickey_message(message, event)) {
+            return true;
+        }
         if (parse_ssh_failed_publickey_message(message, event)) {
             return true;
         }
@@ -479,6 +583,20 @@ bool classify_event(Event& event) {
         return false;
     }
 
+    if (event.program.starts_with("pam_faillock(")) {
+        return parse_pam_faillock_message(message, event);
+    }
+
+    if (event.program.starts_with("pam_sss(")) {
+        if (parse_pam_auth_failure_message(message, event)) {
+            return true;
+        }
+        if (parse_pam_sss_received_failure_message(message, event)) {
+            return true;
+        }
+        return false;
+    }
+
     if (event.program == "sudo") {
         return parse_sudo_message(message, event);
     }

src/report.cpp

@@ -71,6 +71,7 @@ std::vector<std::pair<EventType, std::size_t>> build_event_counts(const std::vec
     std::vector<std::pair<EventType, std::size_t>> counts = {
         {EventType::SshFailedPassword, 0},
         {EventType::SshAcceptedPassword, 0},
+        {EventType::SshAcceptedPublicKey, 0},
         {EventType::SshInvalidUser, 0},
         {EventType::SshFailedPublicKey, 0},
         {EventType::PamAuthFailure, 0},