diff --git a/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.cpp b/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.cpp
index 5c062fff39..2d34513d44 100644
--- a/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.cpp
+++ b/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.cpp
@@ -20,7 +20,17 @@ void RtpPaddingRemovalHandler::read(Context *ctx, std::shared_ptr<dataPacket> pa
   RtcpHeader *chead = reinterpret_cast<RtcpHeader*>(packet->data);
 
   if (!chead->isRtcp() && enabled_ && packet->type == VIDEO_PACKET) {
-    removePaddingBytes(packet);
+    if (!removePaddingBytes(packet)) {
+      return;
+    }
+    RtpHeader *rtp_header = reinterpret_cast<RtpHeader*>(packet->data);
+    uint16_t sequence_number = rtp_header->getSeqNumber();
+    SequenceNumber sequence_number_info = translator_.get(sequence_number, false);
+
+    if (sequence_number_info.type != SequenceNumberType::Valid) {
+      return;
+    }
+    rtp_header->setSeqNumber(sequence_number_info.output);
   }
   ctx->fireRead(packet);
 }
@@ -29,23 +39,19 @@ void RtpPaddingRemovalHandler::write(Context *ctx, std::shared_ptr<dataPacket> p
   ctx->fireWrite(packet);
 }
 
-void RtpPaddingRemovalHandler::removePaddingBytes(std::shared_ptr<dataPacket> packet) {
+bool RtpPaddingRemovalHandler::removePaddingBytes(std::shared_ptr<dataPacket> packet) {
   RtpHeader *rtp_header = reinterpret_cast<RtpHeader*>(packet->data);
   int header_length = rtp_header->getHeaderLength();
-  uint16_t sequence_number = rtp_header->getSeqNumber();
 
   int padding_length = RtpUtils::getPaddingLength(packet);
   if (padding_length + header_length == packet->length) {
+    uint16_t sequence_number = rtp_header->getSeqNumber();
     translator_.get(sequence_number, true);
-    return;
-  }
-  SequenceNumber sequence_number_info = translator_.get(sequence_number, false);
-  if (sequence_number_info.type != SequenceNumberType::Valid) {
-    return;
+    return false;
   }
   packet->length -= padding_length;
-  rtp_header->setSeqNumber(sequence_number_info.output);
   rtp_header->padding = 0;
+  return true;
 }
 
 void RtpPaddingRemovalHandler::notifyUpdate() {
diff --git a/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.h b/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.h
index bf1e5927be..690cf5325f 100644
--- a/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.h
+++ b/erizo/src/erizo/rtp/RtpPaddingRemovalHandler.h
@@ -28,7 +28,7 @@ class RtpPaddingRemovalHandler: public Handler, public std::enable_shared_from_t
   void notifyUpdate() override;
 
  private:
-  void removePaddingBytes(std::shared_ptr<dataPacket> packet);
+  bool removePaddingBytes(std::shared_ptr<dataPacket> packet);
 
  private:
   bool enabled_;
diff --git a/erizo_controller/erizoAgent/log4cxx.properties b/erizo_controller/erizoAgent/log4cxx.properties
index 63cfe694fc..ca719e533a 100644
--- a/erizo_controller/erizoAgent/log4cxx.properties
+++ b/erizo_controller/erizoAgent/log4cxx.properties
@@ -54,6 +54,7 @@ log4j.logger.rtp.RtpAudioMuteHandler=WARN
 log4j.logger.rtp.RtpSink=WARN
 log4j.logger.rtp.RtpSource=WARN
 log4j.logger.rtp.RtcpFeedbackGenerationHandler=WARN
+log4j.logger.rtp.RtpPaddingRemovalHandler=WARN
 log4j.logger.rtp.RtcpRrGenerator=WARN
 log4j.logger.rtp.RtcpNackGenerator=WARN
 log4j.logger.rtp.SRPacketHandler=WARN