diff --git a/src/tracing/esp32_trace/BUILD.gn b/src/tracing/esp32_trace/BUILD.gn
index d7580a3e68ac2a..c9e2767ed2c587 100644
--- a/src/tracing/esp32_trace/BUILD.gn
+++ b/src/tracing/esp32_trace/BUILD.gn
@@ -24,4 +24,6 @@ source_set("esp32_trace") {
   public = [ "include/matter/tracing/macros_impl.h" ]
   sources = [ "include/matter/tracing/macros_impl.cpp" ]
   public_configs = [ ":tracing" ]
+  public_deps = ["${chip_root}/src/crypto",
+                 "${chip_root}/src/lib/core",]
 }
diff --git a/src/tracing/esp32_trace/include/matter/tracing/macros_impl.cpp b/src/tracing/esp32_trace/include/matter/tracing/macros_impl.cpp
index 7046dd9cc8d7d9..05cc97fdeb0d74 100644
--- a/src/tracing/esp32_trace/include/matter/tracing/macros_impl.cpp
+++ b/src/tracing/esp32_trace/include/matter/tracing/macros_impl.cpp
@@ -17,8 +17,18 @@
 #include "macros_impl.h"
 #include <esp_heap_caps.h>
 #include <esp_insights.h>
+
 namespace Insights {
 
+bool ESP32Backend::isBlacklistInitialized             = false;
+uint64_t ESP32Backend::blacklistHashes[blacklistSize] = { 0 };
+const char * ESP32Backend::blackListStrings[]         = {
+    "PacketParser",
+    "MinMdnsResolver",
+    "SessionManager",
+    "DeviceCommissioner",
+};
+
 #define LOG_HEAP_INFO(label, group, entry_exit)                                                                                    \
     do                                                                                                                             \
     {                                                                                                                              \
@@ -28,17 +38,47 @@ namespace Insights {
                        heap_caps_get_free_size(MALLOC_CAP_8BIT));                                                                  \
     } while (0)
 
+void ESP32Backend::InitializeBlacklistHashes()
+{
+    for (int i = 0; i < blacklistSize; i++)
+    {
+        if (blackListStrings[i] == NULL)
+            break;
+        size_t data_length = strlen(blackListStrings[i]);
+        uint8_t sha1_hash[20];
+        CHIP_ERROR error        = chip::Crypto::Hash_SHA1((const uint8_t *) blackListStrings[i], data_length, sha1_hash);
+        uint64_t truncated_hash = 0;
+        for (int j = 0; j < 8; j++)
+        {
+            truncated_hash <<= 8;
+            truncated_hash |= sha1_hash[j];
+        }
+        blacklistHashes[i] = truncated_hash;
+    }
+}
+
 ESP32Backend::ESP32Backend(const char * str, ...)
 {
     va_list args;
     va_start(args, str);
     mlabel = str;
     mgroup = va_arg(args, const char *);
-    LOG_HEAP_INFO(mlabel, mgroup, "Entry");
+    if (!isBlacklistInitialized)
+    {
+        InitializeBlacklistHashes();
+        isBlacklistInitialized = true;
+    }
+    if (!isBlacklistedString(mgroup))
+    {
+        LOG_HEAP_INFO(mlabel, mgroup, "Entry");
+    }
 }
 
 ESP32Backend::~ESP32Backend()
 {
-    LOG_HEAP_INFO(mlabel, mgroup, "Exit");
+    if (!isBlacklistedString(mgroup))
+    {
+        LOG_HEAP_INFO(mlabel, mgroup, "Exit");
+    }
 }
 } // namespace Insights
diff --git a/src/tracing/esp32_trace/include/matter/tracing/macros_impl.h b/src/tracing/esp32_trace/include/matter/tracing/macros_impl.h
index 1ab529313c3192..37a5611c4618d8 100644
--- a/src/tracing/esp32_trace/include/matter/tracing/macros_impl.h
+++ b/src/tracing/esp32_trace/include/matter/tracing/macros_impl.h
@@ -21,6 +21,9 @@
 #error "Tracing macros seem to be double defined"
 #endif
 
+#include <crypto/CHIPCryptoPAL.h>
+#include <lib/core/CHIPError.h>
+
 namespace Insights {
 class ESP32Backend
 {
@@ -28,10 +31,90 @@ class ESP32Backend
     ESP32Backend(const char * str, ...);
     ~ESP32Backend();
 
+    static void AddStringToBlacklist(const char * aLabel)
+    {
+        bool duplicate = false;
+        int i          = 0;
+        for (i = 0; i < blacklistSize; i++)
+        {
+            if (blackListStrings[i] == NULL)
+            {
+                break;
+            }
+            if (strcmp(aLabel, blackListStrings[i]) == 0)
+            {
+                duplicate = true;
+                break;
+            }
+        }
+        if (i < blacklistSize && !duplicate)
+        {
+            blackListStrings[i] = aLabel;
+        }
+    }
+    static void RemoveStringFromBlacklist(const char * aLabel)
+    {
+        bool found = false;
+        int i      = 0;
+        for (i = 0; i < blacklistSize; i++)
+        {
+            if (blackListStrings[i] == NULL)
+            {
+                break;
+            }
+            if (strcmp(aLabel, blackListStrings[i]) == 0)
+            {
+                found = true;
+                break;
+            }
+        }
+        if (found)
+        {
+            for (int j = i; j < blacklistSize - 1; j++)
+            {
+                blackListStrings[j] = blackListStrings[j + 1];
+            }
+            blackListStrings[blacklistSize - 1] = NULL;
+        }
+    }
+
+    static const char * GetString(int aIndex) { return blackListStrings[aIndex]; }
+
 private:
     const char * mlabel;
     const char * mgroup;
+    static constexpr int blacklistSize = 10;
+    static uint64_t blacklistHashes[blacklistSize];
+    static void InitializeBlacklistHashes();
+    static const char * blackListStrings[blacklistSize];
+    static bool isBlacklistInitialized;
+    bool isBlacklistedString(const char * input)
+    {
+        uint8_t sha1_hash[20];
+        size_t data_length = strlen(input);
+        CHIP_ERROR error   = chip::Crypto::Hash_SHA1((const uint8_t *) input, data_length, sha1_hash);
+        if (error != CHIP_NO_ERROR)
+        {
+            return false;
+        }
+        uint64_t truncated_hash = 0;
+        for (int j = 0; j < 8; j++)
+        {
+            truncated_hash <<= 8;
+            truncated_hash |= sha1_hash[j];
+        }
+
+        for (int i = 0; i < blacklistSize; i++)
+        {
+            if (truncated_hash == blacklistHashes[i])
+            {
+                return true;
+            }
+        }
+        return false;
+    }
 };
+
 } // namespace Insights
 
 #define MATTER_TRACE_SCOPE(...)                                                                                                    \