diff --git a/collector/lib/CollectorConfig.cpp b/collector/lib/CollectorConfig.cpp
index ce77bf69e2..921b1bbc6d 100644
--- a/collector/lib/CollectorConfig.cpp
+++ b/collector/lib/CollectorConfig.cpp
@@ -26,6 +26,9 @@ BoolEnvVar network_drop_ignored("ROX_NETWORK_DROP_IGNORED", true);
 // The default value contains link-local addresses for IPv4 (RFC3927) and IPv6 (RFC2462)
 StringListEnvVar ignored_networks("ROX_IGNORE_NETWORKS", std::vector<std::string>({"169.254.0.0/16", "fe80::/10"}));
 
+// Connection endpoints matching a network prefix listed here will never be aggregated.
+StringListEnvVar non_aggregated_networks("ROX_NON_AGGREGATED_NETWORKS", std::vector<std::string>());
+
 // If true, set curl to be verbose, adding further logging that might be useful for debugging.
 BoolEnvVar set_curl_verbose("ROX_COLLECTOR_SET_CURL_VERBOSE", false);
 
@@ -170,20 +173,33 @@ void CollectorConfig::InitCollectorConfig(CollectorArgs* args) {
     ignored_l4proto_port_pairs_ = kIgnoredL4ProtoPortPairs;
   }
 
-  std::for_each(ignored_networks.value().begin(), ignored_networks.value().end(),
-                [&ignored_networks = this->ignored_networks_](const std::string& str) {
-                  if (str.empty())
-                    return;
+  for (const std::string& str : ignored_networks.value()) {
+    if (str.empty())
+      continue;
+
+    std::optional<IPNet> net = IPNet::parse(str);
+
+    if (net) {
+      CLOG(INFO) << "Ignore network : " << *net;
+      ignored_networks_.emplace_back(std::move(*net));
+    } else {
+      CLOG(ERROR) << "Invalid network in ROX_IGNORE_NETWORKS : " << str;
+    }
+  }
+
+  for (const std::string& str : non_aggregated_networks.value()) {
+    if (str.empty())
+      continue;
 
-                  std::optional<IPNet> net = IPNet::parse(str);
+    std::optional<IPNet> net = IPNet::parse(str);
 
-                  if (net) {
-                    CLOG(INFO) << "Ignore network : " << *net;
-                    ignored_networks.emplace_back(std::move(*net));
-                  } else {
-                    CLOG(ERROR) << "Invalid network in ROX_IGNORE_NETWORKS : " << str;
-                  }
-                });
+    if (net) {
+      CLOG(INFO) << "Non-aggregated network : " << *net;
+      non_aggregated_networks_.emplace_back(std::move(*net));
+    } else {
+      CLOG(ERROR) << "Invalid network in ROX_NON_AGGREGATED_NETWORKS : " << str;
+    }
+  }
 
   if (set_curl_verbose) {
     curl_verbose_ = true;
diff --git a/collector/lib/CollectorConfig.h b/collector/lib/CollectorConfig.h
index c72ec2b91a..058e405417 100644
--- a/collector/lib/CollectorConfig.h
+++ b/collector/lib/CollectorConfig.h
@@ -65,6 +65,7 @@ class CollectorConfig {
   bool DisableNetworkFlows() const { return disable_network_flows_; }
   const UnorderedSet<L4ProtoPortPair>& IgnoredL4ProtoPortPairs() const { return ignored_l4proto_port_pairs_; }
   const std::vector<IPNet>& IgnoredNetworks() const { return ignored_networks_; }
+  const std::vector<IPNet>& NonAggregatedNetworks() const { return non_aggregated_networks_; }
   bool CurlVerbose() const { return curl_verbose_; }
   bool EnableAfterglow() const { return enable_afterglow_; }
   bool IsCoreDumpEnabled() const;
@@ -100,6 +101,7 @@ class CollectorConfig {
   bool scrape_listen_endpoints_ = false;
   UnorderedSet<L4ProtoPortPair> ignored_l4proto_port_pairs_;
   std::vector<IPNet> ignored_networks_;
+  std::vector<IPNet> non_aggregated_networks_;
   bool curl_verbose_ = false;
 
   HostConfig host_config_;
diff --git a/collector/lib/CollectorService.cpp b/collector/lib/CollectorService.cpp
index 1e1e68b16b..5f9ff1cbba 100644
--- a/collector/lib/CollectorService.cpp
+++ b/collector/lib/CollectorService.cpp
@@ -86,6 +86,7 @@ void CollectorService::RunForever() {
     UnorderedSet<L4ProtoPortPair> ignored_l4proto_port_pairs(config_.IgnoredL4ProtoPortPairs());
     conn_tracker->UpdateIgnoredL4ProtoPortPairs(std::move(ignored_l4proto_port_pairs));
     conn_tracker->UpdateIgnoredNetworks(config_.IgnoredNetworks());
+    conn_tracker->UpdateNonAggregatedNetworks(config_.NonAggregatedNetworks());
     conn_tracker->EnableExternalIPs(config_.EnableExternalIPs());
 
     auto network_connection_info_service_comm = std::make_shared<NetworkConnectionInfoServiceComm>(config_.Hostname(), config_.grpc_channel);
diff --git a/collector/lib/ConnTracker.cpp b/collector/lib/ConnTracker.cpp
index 59eefc3933..18ca75abda 100644
--- a/collector/lib/ConnTracker.cpp
+++ b/collector/lib/ConnTracker.cpp
@@ -77,13 +77,18 @@ IPNet ConnectionTracker::NormalizeAddressNoLock(const Address& address) const {
   }
 
   bool private_addr = !address.IsPublic();
+  bool do_not_aggregate_addr = !non_aggregated_networks_.Find(address).IsNull();
+
+  // We want to keep private addresses and explicitely requested ones.
+  bool keep_addr = private_addr || do_not_aggregate_addr;
+
   const bool* known_private_networks_exists = Lookup(known_private_networks_exists_, address.family());
-  if (private_addr && (known_private_networks_exists && !*known_private_networks_exists)) {
+  if (keep_addr && (known_private_networks_exists && !*known_private_networks_exists)) {
     return IPNet(address, 0, true);
   }
 
   const auto& network = known_ip_networks_.Find(address);
-  if (private_addr || Contains(known_public_ips_, address)) {
+  if (keep_addr || Contains(known_public_ips_, address)) {
     return IPNet(address, network.bits(), true);
   }
 
@@ -330,6 +335,12 @@ void ConnectionTracker::UpdateIgnoredNetworks(const std::vector<IPNet>& network_
   }
 }
 
+void ConnectionTracker::UpdateNonAggregatedNetworks(const std::vector<IPNet>& network_list) {
+  WITH_LOCK(mutex_) {
+    non_aggregated_networks_ = NRadixTree(network_list);
+  }
+}
+
 // Increment the stat counter matching the connection's characteristics
 inline void ConnectionTracker::IncrementConnectionStats(Connection conn, ConnectionTracker::Stats& stats) const {
   auto& direction = conn.is_server() ? stats.inbound : stats.outbound;
diff --git a/collector/lib/ConnTracker.h b/collector/lib/ConnTracker.h
index 07dc07813f..5f5cdf9b53 100644
--- a/collector/lib/ConnTracker.h
+++ b/collector/lib/ConnTracker.h
@@ -130,6 +130,7 @@ class ConnectionTracker {
   void EnableExternalIPs(bool enable) { enable_external_ips_ = enable; }
   void UpdateIgnoredL4ProtoPortPairs(UnorderedSet<L4ProtoPortPair>&& ignored_l4proto_port_pairs);
   void UpdateIgnoredNetworks(const std::vector<IPNet>& network_list);
+  void UpdateNonAggregatedNetworks(const std::vector<IPNet>& network_list);
 
   // Emplace a connection into the state ConnMap, or update its timestamp if the supplied timestamp is more recent
   // than the stored one.
@@ -200,6 +201,7 @@ class ConnectionTracker {
   UnorderedMap<Address::Family, bool> known_private_networks_exists_;
   UnorderedSet<L4ProtoPortPair> ignored_l4proto_port_pairs_;
   NRadixTree ignored_networks_;
+  NRadixTree non_aggregated_networks_;
 
   Stats inserted_connections_counters_ = {};
 };
diff --git a/collector/test/ConnTrackerTest.cpp b/collector/test/ConnTrackerTest.cpp
index cb94b4cadd..84a40ff93c 100644
--- a/collector/test/ConnTrackerTest.cpp
+++ b/collector/test/ConnTrackerTest.cpp
@@ -171,6 +171,30 @@ TEST(ConnTrackerTest, TestUpdateIgnoredNetworks) {
   EXPECT_TRUE(tracker.FetchConnState().empty());
 }
 
+TEST(ConnTrackerTest, TestUpdateNonAggregatedNetworks) {
+  Endpoint a(Address(192, 168, 1, 10), 9999);
+  Endpoint b(Address(245, 1, 1, 1), 80);
+
+  Connection conn1("xyz", a, b, L4Proto::TCP, false);
+
+  int64_t time_micros = 1000;
+
+  Connection conn_aggregated("xyz", Endpoint(IPNet(Address(), 0, true), 0), Endpoint(IPNet(Address(255, 255, 255, 255), 0), 80), L4Proto::TCP, false);
+  Connection conn_detailed("xyz", Endpoint(IPNet(Address(), 0, true), 0), Endpoint(IPNet(Address(245, 1, 1, 1), 0, true), 80), L4Proto::TCP, false);
+
+  ConnectionTracker tracker;
+
+  tracker.Update({conn1}, {}, time_micros);
+
+  auto state = tracker.FetchConnState(true);
+  EXPECT_THAT(state, UnorderedElementsAre(std::make_pair(conn_aggregated, ConnStatus(time_micros, true))));
+
+  tracker.UpdateNonAggregatedNetworks({IPNet(Address(240, 0, 0, 0), 4)});
+
+  state = tracker.FetchConnState(true);
+  EXPECT_THAT(state, UnorderedElementsAre(std::make_pair(conn_detailed, ConnStatus(time_micros, true))));
+}
+
 TEST(ConnTrackerTest, TestUpdateNormalized) {
   Endpoint a(Address(192, 168, 0, 1), 80);
   Endpoint b(Address(192, 168, 1, 10), 9999);
diff --git a/docs/references.md b/docs/references.md
index eb4a861f82..ceed7cdcca 100644
--- a/docs/references.md
+++ b/docs/references.md
@@ -21,6 +21,12 @@ port pairs (at the moment only `udp/9`). The default is true.
 Any connection with a remote peer matching this list will not be reported.
 The default is `169.254.0.0/16,fe80::/10`
 
+* `ROX_NON_AGGREGATED_NETWORKS`: A coma-separated list of network prefixes
+indicating endpoints which should never be considered for aggregation.
+This option can be useful when the CIDR blocks used for services or PODs are
+not standard private subnets, as it will prevent Collector from handling them
+as public IPs.
+
 * `ROX_NETWORK_GRAPH_PORTS`: Controls whether to retrieve TCP listening
 sockets, while reading connection information from procfs. The default is true.